From 9de7aa3c0d97aa2a2372a5e4e4b827a0a90c8e1a Mon Sep 17 00:00:00 2001 From: Tommaso Barbugli Date: Mon, 13 Oct 2025 08:57:26 +0200 Subject: [PATCH 01/25] trying to resurrect --- .../vision_agents/core/agents/agents.py | 367 ++++++++--------- .../vision_agents/core/agents/conversation.py | 385 +++++++++++++----- agents-core/vision_agents/core/events/base.py | 18 +- agents-core/vision_agents/core/llm/events.py | 39 +- .../golf_coach_example.py | 14 +- .../plugins/getstream/stream_conversation.py | 335 ++++++++------- .../getstream/stream_edge_transport.py | 143 ++++--- .../plugins/openai/openai_llm.py | 270 +++++++----- 8 files changed, 925 insertions(+), 646 deletions(-) diff --git a/agents-core/vision_agents/core/agents/agents.py b/agents-core/vision_agents/core/agents/agents.py index bdfba57e..e3947010 100644 --- a/agents-core/vision_agents/core/agents/agents.py +++ b/agents-core/vision_agents/core/agents/agents.py @@ -19,15 +19,13 @@ from ..llm.events import ( LLMResponseChunkEvent, LLMResponseCompletedEvent, - RealtimePartialTranscriptEvent, - RealtimeTranscriptEvent, ) from ..llm.llm import LLM from ..llm.realtime import Realtime from ..logging_utils import CallContextToken, clear_call_context, set_call_context from ..mcp import MCPBaseServer, MCPManager from ..processors.base_processor import Processor, ProcessorType, filter_processors -from ..stt.events import STTPartialTranscriptEvent, STTTranscriptEvent +from ..stt.events import STTTranscriptEvent from ..stt.stt import STT from ..tts.tts import TTS from ..turn_detection import TurnDetector, TurnStartedEvent, TurnEndedEvent @@ -50,6 +48,7 @@ def _log_task_exception(task: asyncio.Task): except Exception: logger.exception("Error in background task") + class Agent: """ Agent class makes it easy to build your own video AI. @@ -124,7 +123,11 @@ def __init__( self._call_context_token: CallContextToken | None = None # Initialize MCP manager if servers are provided - self.mcp_manager = MCPManager(self.mcp_servers, self.llm, self.logger) if self.mcp_servers else None + self.mcp_manager = ( + MCPManager(self.mcp_servers, self.llm, self.logger) + if self.mcp_servers + else None + ) # we sync the user talking and the agent responses to the conversation # because we want to support streaming responses and can have delta updates for both @@ -132,7 +135,7 @@ def __init__( self.conversation: Optional[Conversation] = None self._user_conversation_handle: Optional[StreamHandle] = None self._agent_conversation_handle: Optional[StreamHandle] = None - + # Track pending transcripts for turn-based response triggering self._pending_user_transcripts: Dict[str, str] = {} @@ -143,8 +146,6 @@ def __init__( self.events.merge(plugin.events) self.llm._attach_agent(self) - self.llm.events.subscribe(self._handle_after_response) - self.llm.events.subscribe(self._handle_output_text_delta) self.events.subscribe(self._on_vad_audio) self.events.subscribe(self._on_agent_say) @@ -153,7 +154,7 @@ def __init__( self._current_frame = None self._interval_task = None self._callback_executed = False - self._track_tasks : Dict[str, asyncio.Task] = {} + self._track_tasks: Dict[str, asyncio.Task] = {} self._connection: Optional[Connection] = None self._audio_track: Optional[aiortc.AudioStreamTrack] = None self._video_track: Optional[VideoStreamTrack] = None @@ -194,6 +195,105 @@ def subscribe(self, function): """ return self.events.subscribe(function) + async def _setup_llm_events(self): + @self.llm.events.subscribe + async def on_llm_response_send_to_tts(event: LLMResponseCompletedEvent): + # Trigger TTS directly instead of through event system + if self.tts and event.text and event.text.strip(): + await self.tts.send(event.text) + + @self.llm.events.subscribe + async def on_llm_response_sync_conversation(event: LLMResponseCompletedEvent): + self.logger.info(f"🀖 [LLM response]: {event.text} {event.item_id}") + + if self.conversation is None: + return + + if self._agent_conversation_handle is None: + message = Message( + id=event.item_id, + content=event.text, + role="assistant", + user_id=self.agent_user.id, + ) + await self.conversation.add_message(message) + else: + await self.conversation.update_message( + self._agent_conversation_handle.message_id, + event.text, + self._agent_conversation_handle.user_id, + True, + True, + ) + self._agent_conversation_handle = None + + @self.llm.events.subscribe + async def _handle_output_text_delta(event: LLMResponseChunkEvent): + """Handle partial LLM response text deltas.""" + + self.logger.info(f"🀖 [LLM delta response]: {event.delta} {event.item_id}") + + if self.conversation is None: + return + + self._agent_conversation_handle = ( + await self.conversation.upsert_streaming_message_handler( + message_id=event.item_id, + user_id=self.agent_user.id, + role="assistant", + content=event.delta, + content_index=event.content_index, + ) + ) + + async def _setup_speech_events(self): + @self.events.subscribe + async def on_stt_transcript_event_sync_conversation(event: STTTranscriptEvent): + self.logger.info(f"🎀 [Transcript]: {event.text}") + + user_id = event.user_id("user") + handler = await self.conversation.get_streaming_message_handler( + "stt-" + user_id + ) + if handler is None: + # No partial transcripts were received, create a completed message directly + message = Message( + original=event, + content=event.text, + role="user", + user_id=user_id, + ) + await self.conversation.add_message(message) + else: + # Replace with final text and complete the message + await handler.set_content(event.text, finalize=True) + + @self.events.subscribe + async def on_stt_transcript_event_create_response(event: STTTranscriptEvent): + if self.realtime_mode or not self.llm: + # when running in realtime mode, there is no need to send the response to the LLM + return + + user_id = event.user_id("user") + + # Determine how to handle LLM triggering based on turn detection + if self.turn_detection is not None: + # With turn detection: accumulate transcripts and wait for TurnEndedEvent + # Store/append the transcript for this user + if user_id not in self._pending_user_transcripts: + self._pending_user_transcripts[user_id] = event.text + else: + # Append to existing transcript (user might be speaking in chunks) + self._pending_user_transcripts[user_id] += " " + event.text + + self.logger.debug( + f"📝 Accumulated transcript for {user_id} (waiting for turn end): " + f"{self._pending_user_transcripts[user_id][:100]}..." + ) + else: + # Without turn detection: trigger LLM immediately on transcript completion + # This is the traditional STT -> LLM flow + await self.simple_response(event.text, event.user_metadata) async def join(self, call: Call) -> "AgentSessionContextManager": # TODO: validation. join can only be called once @@ -207,19 +307,20 @@ async def join(self, call: Call) -> "AgentSessionContextManager": # Ensure all subsequent logs include the call context. self._set_call_logging_context(call.id) + # Setup chat and connect it to transcript events (we'll wait at the end) + create_conversation_coro = self.edge.create_conversation( + call, self.agent_user, self.instructions + ) + + await self._setup_llm_events() + await self._setup_speech_events() + try: # Connect to MCP servers if manager is available if self.mcp_manager: with self.tracer.start_as_current_span("mcp_manager.connect_all"): await self.mcp_manager.connect_all() - # Setup chat and connect it to transcript events - self.conversation = await self.edge.create_conversation( - call, self.agent_user, self.instructions - ) - self.events.subscribe(self._on_transcript) - self.events.subscribe(self._on_partial_transcript) - # Ensure Realtime providers are ready before proceeding (they manage their own connection) self.logger.info(f"🀖 Agent joining call: {call.id}") if isinstance(self.llm, Realtime): @@ -266,6 +367,8 @@ async def join(self, call: Call) -> "AgentSessionContextManager": from .agent_session import AgentSessionContextManager + # wait for conversation creation coro at the very end of the join flow + self.conversation = await create_conversation_coro return AgentSessionContextManager(self, self._connection) async def finish(self): @@ -311,9 +414,9 @@ async def close(self): for processor in self.processors: processor.close() - + # Stop all video forwarders - if hasattr(self, '_video_forwarders'): + if hasattr(self, "_video_forwarders"): for forwarder in self._video_forwarders: try: await forwarder.stop() @@ -393,49 +496,6 @@ async def create_user(self): self.agent_user.id = str(uuid4()) return await self.edge.create_user(self.agent_user) - async def _handle_output_text_delta(self, event: LLMResponseChunkEvent): - """Handle partial LLM response text deltas.""" - - if self.conversation is None: - return - - self.logger.info( - f"received standardized.output_text.delta {self._truncate_for_logging(event)}" - ) - # Create a new streaming message if we don't have one - if self._agent_conversation_handle is None: - self._agent_conversation_handle = self.conversation.start_streaming_message( - role="assistant", - user_id=self.agent_user.id, - initial_content=event.delta or "", - ) - else: - self.conversation.append_to_message( - self._agent_conversation_handle, event.delta or "" - ) - - async def _handle_after_response(self, event: LLMResponseCompletedEvent): - if self.conversation is None: - return - - if event.text is None or not event.text.strip(): - return - - if self._agent_conversation_handle is None: - message = Message( - content=event.text, - role="assistant", - user_id=self.agent_user.id, - ) - self.conversation.add_message(message) - else: - self.conversation.complete_message(self._agent_conversation_handle) - self._agent_conversation_handle = None - - # Trigger TTS directly instead of through event system - if self.tts and event.text and event.text.strip(): - await self.tts.send(event.text) - def _on_vad_audio(self, event: VADAudioEvent): self.logger.info(f"Vad audio event {self._truncate_for_logging(event)}") @@ -499,23 +559,30 @@ async def _on_agent_say(self, event: events.AgentSayEvent): ) self.logger.error(f"Error in agent say: {e}") - async def say(self, text: str, user_id: Optional[str] = None, metadata: Optional[Dict[str, Any]] = None): + async def say( + self, + text: str, + user_id: Optional[str] = None, + metadata: Optional[Dict[str, Any]] = None, + ): """ Make the agent say something using TTS. - + This is a convenience method that sends an AgentSayEvent to trigger TTS synthesis. - + Args: text: The text for the agent to say user_id: Optional user ID for the speech metadata: Optional metadata to include with the speech """ - self.events.send(events.AgentSayEvent( - plugin_name="agent", - text=text, - user_id=user_id or self.agent_user.id, - metadata=metadata - )) + self.events.send( + events.AgentSayEvent( + plugin_name="agent", + text=text, + user_id=user_id or self.agent_user.id, + metadata=metadata, + ) + ) def _setup_turn_detection(self): if self.turn_detection: @@ -571,12 +638,11 @@ async def _reply_to_audio( continue await processor.process_audio(audio_bytes, participant.user_id) - # when in Realtime mode call the Realtime directly (non-blocking) if self.realtime_mode and isinstance(self.llm, Realtime): # TODO: this behaviour should be easy to change in the agent class asyncio.create_task(self.llm.simple_audio_response(pcm_data)) - #task.add_done_callback(lambda t: print(f"Task (send_audio_pcm) error: {t.exception()}")) + # task.add_done_callback(lambda t: print(f"Task (send_audio_pcm) error: {t.exception()}")) # Process audio through STT elif self.stt: self.logger.debug(f"🎵 Processing audio from {participant}") @@ -591,14 +657,12 @@ async def _process_track(self, track_id: str, track_type: int, participant): # subscribe to the video track track = self.edge.add_track_subscriber(track_id) if not track: - self.logger.error( - f"Failed to subscribe to {track_id}" - ) + self.logger.error(f"Failed to subscribe to {track_id}") return # Import VideoForwarder from ..utils.video_forwarder import VideoForwarder - + # Create a SHARED VideoForwarder for the RAW incoming track # This prevents multiple recv() calls competing on the same track raw_forwarder = VideoForwarder( @@ -609,9 +673,9 @@ async def _process_track(self, track_id: str, track_type: int, participant): ) await raw_forwarder.start() self.logger.info("🎥 Created raw VideoForwarder for track %s", track_id) - + # Track forwarders for cleanup - if not hasattr(self, '_video_forwarders'): + if not hasattr(self, "_video_forwarders"): self._video_forwarders = [] self._video_forwarders.append(raw_forwarder) @@ -620,7 +684,9 @@ async def _process_track(self, track_id: str, track_type: int, participant): if self._video_track: # We have a video publisher (e.g., YOLO processor) # Create a separate forwarder for the PROCESSED video track - self.logger.info("🎥 Forwarding PROCESSED video frames to Realtime provider") + self.logger.info( + "🎥 Forwarding PROCESSED video frames to Realtime provider" + ) processed_forwarder = VideoForwarder( self._video_track, # type: ignore[arg-type] max_buffer=30, @@ -629,23 +695,28 @@ async def _process_track(self, track_id: str, track_type: int, participant): ) await processed_forwarder.start() self._video_forwarders.append(processed_forwarder) - + if isinstance(self.llm, Realtime): # Send PROCESSED frames with the processed forwarder - await self.llm._watch_video_track(self._video_track, shared_forwarder=processed_forwarder) + await self.llm._watch_video_track( + self._video_track, shared_forwarder=processed_forwarder + ) else: # No video publisher, send raw frames self.logger.info("🎥 Forwarding RAW video frames to Realtime provider") if isinstance(self.llm, Realtime): - await self.llm._watch_video_track(track, shared_forwarder=raw_forwarder) - + await self.llm._watch_video_track( + track, shared_forwarder=raw_forwarder + ) hasImageProcessers = len(self.image_processors) > 0 # video processors - pass the raw forwarder (they process incoming frames) for processor in self.video_processors: try: - await processor.process_video(track, participant.user_id, shared_forwarder=raw_forwarder) + await processor.process_video( + track, participant.user_id, shared_forwarder=raw_forwarder + ) except Exception as e: self.logger.error( f"Error in video processor {type(processor).__name__}: {e}" @@ -654,13 +725,15 @@ async def _process_track(self, track_id: str, track_type: int, participant): # Use raw forwarder for image processors - only if there are image processors if not hasImageProcessers: # No image processors, just keep the connection alive - self.logger.info("No image processors, video processing handled by video processors only") + self.logger.info( + "No image processors, video processing handled by video processors only" + ) return - + # Initialize error tracking counters timeout_errors = 0 consecutive_errors = 0 - + while True: try: # Use the raw forwarder instead of competing for track.recv() @@ -672,7 +745,6 @@ async def _process_track(self, track_id: str, track_type: int, participant): consecutive_errors = 0 if hasImageProcessers: - img = video_frame.to_image() for processor in self.image_processors: @@ -683,7 +755,6 @@ async def _process_track(self, track_id: str, track_type: int, participant): f"Error in image processor {type(processor).__name__}: {e}" ) - else: self.logger.warning("🎥VDP: Received empty frame") consecutive_errors += 1 @@ -698,14 +769,16 @@ async def _process_track(self, track_id: str, track_type: int, participant): await asyncio.sleep(backoff_delay) # Cleanup and logging - self.logger.info(f"🎥VDP: Video processing loop ended for track {track_id} - timeouts: {timeout_errors}, consecutive_errors: {consecutive_errors}") + self.logger.info( + f"🎥VDP: Video processing loop ended for track {track_id} - timeouts: {timeout_errors}, consecutive_errors: {consecutive_errors}" + ) async def _on_turn_event(self, event: TurnStartedEvent | TurnEndedEvent) -> None: """Handle turn detection events.""" # In realtime mode, the LLM handles turn detection, interruption, and responses itself if self.realtime_mode: return - + if isinstance(event, TurnStartedEvent): # Interrupt TTS when user starts speaking (barge-in) if event.speaker_id and event.speaker_id != self.agent_user.id: @@ -730,121 +803,35 @@ async def _on_turn_event(self, event: TurnStartedEvent | TurnEndedEvent) -> None self.logger.info( f"👉 Turn ended - participant {event.speaker_id} finished (duration: {event.duration}, confidence: {event.confidence})" ) - + # When turn detection is enabled, trigger LLM response when user's turn ends # This is the signal that the user has finished speaking and expects a response if event.speaker_id and event.speaker_id != self.agent_user.id: # Get the accumulated transcript for this speaker transcript = self._pending_user_transcripts.get(event.speaker_id, "") - + if transcript and transcript.strip(): - self.logger.info(f"🀖 Triggering LLM response after turn ended for {event.speaker_id}") - + self.logger.info( + f"🀖 Triggering LLM response after turn ended for {event.speaker_id}" + ) + # Create participant object if we have metadata participant = None - if hasattr(event, 'custom') and event.custom: + if hasattr(event, "custom") and event.custom: # Try to extract participant info from custom metadata - participant = event.custom.get('participant') - + participant = event.custom.get("participant") + # Trigger LLM response with the complete transcript if self.llm: await self.simple_response(transcript, participant) - + # Clear the pending transcript for this speaker self._pending_user_transcripts[event.speaker_id] = "" - async def _on_partial_transcript( - self, event: STTPartialTranscriptEvent | RealtimePartialTranscriptEvent - ): - self.logger.info(f"🎀 [Partial transcript]: {event.text}") - - if event.text and event.text.strip() and self.conversation: - user_id = "unknown" - if hasattr(event, "user_metadata"): - user_id = getattr(event.user_metadata, "user_id", "unknown") - - # Check if we have an active handle for this user - if self._user_conversation_handle is None: - # Start a new streaming message for this user - self._user_conversation_handle = ( - self.conversation.start_streaming_message( - role="user", user_id=user_id - ) - ) - - # Append the partial transcript to the active message - self.conversation.append_to_message( - self._user_conversation_handle, event.text - ) - - async def _on_transcript(self, event: STTTranscriptEvent | RealtimeTranscriptEvent): - self.logger.info(f"🎀 [STT transcript]: {event.text}") - - if not event.text: - return - - if self.conversation is None: - return - - user_id = "unknown" - if hasattr(event, "user_metadata"): - user_id = getattr(event.user_metadata, "user_id", "unknown") - - if self._user_conversation_handle is None: - # No partial transcripts were received, create a completed message directly - message = Message( - original=event, - content=event.text, - role="user", - user_id=user_id, - ) - self.conversation.add_message(message) - else: - # Replace with final text and complete the message - self.conversation.replace_message( - self._user_conversation_handle, event.text - ) - self.conversation.complete_message(self._user_conversation_handle) - self._user_conversation_handle = None - - # In realtime mode, the LLM handles everything itself (STT, turn detection, responses) - # Skip our manual LLM triggering logic - if self.realtime_mode: - return - - # Determine how to handle LLM triggering based on turn detection - if self.turn_detection is not None: - # With turn detection: accumulate transcripts and wait for TurnEndedEvent - # Store/append the transcript for this user - if user_id not in self._pending_user_transcripts: - self._pending_user_transcripts[user_id] = event.text - else: - # Append to existing transcript (user might be speaking in chunks) - self._pending_user_transcripts[user_id] += " " + event.text - - self.logger.debug( - f"📝 Accumulated transcript for {user_id} (waiting for turn end): " - f"{self._pending_user_transcripts[user_id][:100]}..." - ) - else: - # Without turn detection: trigger LLM immediately on transcript completion - # This is the traditional STT -> LLM flow - if self.llm: - self.logger.info("🀖 Triggering LLM response immediately (no turn detection)") - - # Get participant from event metadata - participant = None - if hasattr(event, "user_metadata"): - participant = event.user_metadata - - await self.simple_response(event.text, participant) - async def _on_stt_error(self, error): """Handle STT service errors.""" self.logger.error(f"❌ STT Error: {error}") - - @property def realtime_mode(self) -> bool: """Check if the agent is in Realtime mode. @@ -869,8 +856,7 @@ def publish_audio(self) -> bool: @property def publish_video(self) -> bool: - """Whether the agent should publish an outbound video track. - """ + """Whether the agent should publish an outbound video track.""" return len(self.video_publishers) > 0 def _needs_audio_or_video_input(self) -> bool: @@ -1000,7 +986,9 @@ def _prepare_rtc(self): else: framerate = 48000 stereo = True # Default to stereo for WebRTC - self._audio_track = self.edge.create_audio_track(framerate=framerate, stereo=stereo) + self._audio_track = self.edge.create_audio_track( + framerate=framerate, stereo=stereo + ) if self.tts: self.tts.set_output_track(self._audio_track) @@ -1012,7 +1000,6 @@ def _prepare_rtc(self): self._video_track = video_publisher.publish_video_track() self.logger.info("🎥 Video track initialized from video publisher") - def _truncate_for_logging(self, obj, max_length=200): """Truncate object string representation for logging to prevent spam.""" obj_str = str(obj) diff --git a/agents-core/vision_agents/core/agents/conversation.py b/agents-core/vision_agents/core/agents/conversation.py index 3bf3460f..ed648e3e 100644 --- a/agents-core/vision_agents/core/agents/conversation.py +++ b/agents-core/vision_agents/core/agents/conversation.py @@ -2,25 +2,15 @@ import logging import uuid from abc import ABC, abstractmethod -from typing import Optional, List, Any +from typing import Optional, List, Any, Dict, TypeVar, Generic from dataclasses import dataclass - logger = logging.getLogger(__name__) + @dataclass class Message: - """A single utterance or assistant message within a conversation. - - Attributes: - content: Text content of the message. - original: Optional provider-native object for this message. - timestamp: Time the message was created (auto-filled on init). - role: Role of the sender (e.g., "user", "assistant"). - user_id: Logical user identifier associated with the message. - id: Unique message identifier (auto-generated if not provided). - """ content: str original: Optional[Any] = None # the original openai, claude or gemini message timestamp: Optional[datetime.datetime] = None @@ -36,89 +26,261 @@ def __post_init__(self): @dataclass class StreamHandle: """Handle for managing a streaming message. - + This lightweight object is returned when starting a streaming message and must be passed to subsequent update operations. It encapsulates the message ID and user ID, preventing accidental cross-contamination between concurrent streams. - + Example: # Start a streaming message handle = conversation.start_streaming_message(role="assistant") - + # Update the message using the handle conversation.append_to_message(handle, "Hello") conversation.append_to_message(handle, " world!") - + # Complete the message conversation.complete_message(handle) """ - message_id: str - user_id: str + message_id: Optional[str] = None + user_id: Optional[str] = None + + +class StreamingMessageHandler(ABC): + """Base class for handling streaming messages with out-of-order content support.""" + + def __init__(self, message_id: str, user_id: str, role: str): + self.message_id = message_id + self.user_id = user_id + self.role = role + self.content = "" # Start with empty content + self.is_finalized = False + self.pending_fragments: Dict[int, str] = {} + self.last_content_index = -1 + self._content_created = False + + async def append_content( + self, text: str, content_index: Optional[int] = None, finalize: bool = False + ): + """Append content to the message, handling out-of-order delivery. + + Args: + text: The text content to append + content_index: Optional index for ordering (starts at 0). If None, uses next sequential index. + finalize: If True, marks the message as completed + """ + if self.is_finalized: + raise RuntimeError(f"Cannot append to finalized message {self.message_id}") + + if content_index is None: + content_index = self.last_content_index + 1 + + # Store the fragment + self.pending_fragments[content_index] = text + + # Try to apply pending fragments in order + await self._apply_pending_fragments() + + if finalize: + await self.finalize() + + async def set_content(self, text: str, finalize: bool = False): + """Set the entire content of the message, replacing any existing content. + + Args: + text: The complete text content + finalize: If True, marks the message as completed + """ + if self.is_finalized: + raise RuntimeError( + f"Cannot set content on finalized message {self.message_id}" + ) + + self.content = text + self.pending_fragments.clear() + self.last_content_index = -1 + + # Notify implementation about content change + if not self._content_created: + await self._on_content_created() + self._content_created = True + else: + await self._on_content_changed() + + if finalize: + await self.finalize() -class Conversation(ABC): + async def finalize(self): + """Mark the message as finalized and clean up.""" + if self.is_finalized: + return + + self.is_finalized = True + await self._on_finalized() + + async def _apply_pending_fragments(self): + """Apply pending fragments in sequential order.""" + while True: + next_index = self.last_content_index + 1 + if next_index in self.pending_fragments: + fragment = self.pending_fragments.pop(next_index) + self.content += fragment + self.last_content_index = next_index + + # Call _on_content_created for the first content update + if not self._content_created: + await self._on_content_created() + self._content_created = True + else: + await self._on_content_changed() + else: + break + + @abstractmethod + async def _on_content_created(self): + """Called when the message content is first created. Implementation-specific logic goes here.""" + pass + + @abstractmethod + async def _on_content_changed(self): + """Called when the message content changes. Implementation-specific logic goes here.""" + pass + + @abstractmethod + async def _on_finalized(self): + """Called when the message is finalized. Implementation-specific cleanup goes here.""" + pass + + +# Type variable for the handler implementation +HandlerType = TypeVar("HandlerType", bound=StreamingMessageHandler) + + +class Conversation(ABC, Generic[HandlerType]): def __init__( self, instructions: str, messages: List[Message], ): - """Create a conversation container. - - Args: - instructions: System instructions that guide the assistant. - messages: Initial message history. - """ self.instructions = instructions self.messages = [m for m in messages] + self._streaming_handlers: Dict[str, HandlerType] = {} @abstractmethod - def add_message(self, message: Message, completed: bool = True): + async def add_message(self, message: Message, completed: bool = True): """Add a message to the conversation. - + Args: message: The Message object to add - completed: If True, mark the message as completed (not generating). + completed: If True, mark the message as completed (not generating). If False, mark as still generating. Defaults to True. - + Returns: The result of the add operation (implementation-specific) """ ... - + @abstractmethod - def update_message(self, message_id: str, input_text: str, user_id: str, replace_content: bool, completed: bool): + async def update_message( + self, + message_id: str, + input_text: str, + user_id: str, + replace_content: bool, + completed: bool, + ): """Update an existing message or create a new one if not found. - + Args: message_id: The ID of the message to update input_text: The text content to set or append user_id: The ID of the user who owns the message replace_content: If True, replace the entire message content. If False, append to existing content. completed: If True, mark the message as completed (not generating). If False, mark as still generating. - + Returns: The result of the update operation (implementation-specific) """ ... - + + @abstractmethod + def _create_handler(self, message_id: str, user_id: str, role: str) -> HandlerType: + """Create a new handler instance. Implementation-specific.""" + pass + + async def get_streaming_message_handler( + self, message_id: str + ) -> Optional[HandlerType]: + """Get an existing streaming message handler by ID. + + Args: + message_id: The ID of the message handler to retrieve + + Returns: + The handler if it exists, None otherwise + """ + return self._streaming_handlers.get(message_id) + + async def upsert_streaming_message_handler( + self, + message_id: str, + user_id: str, + role: str, + content: str = "", + content_index: Optional[int] = None, + ) -> HandlerType: + """Get or create a streaming message handler, ensuring only one exists per message_id. + + Args: + message_id: The ID of the message handler + user_id: The ID of the user + role: The role of the message sender + content: The content fragment to add (optional, defaults to empty string) + content_index: The index of this content fragment (optional, auto-increments if not provided) + + Returns: + The handler instance + """ + handler = self._streaming_handlers.get(message_id) + + if handler is None: + # Create new handler + handler = self._create_handler(message_id, user_id, role) + self._streaming_handlers[message_id] = handler + + # Add content if provided + if content: + await handler.append_content(content, content_index) + + return handler + + def _remove_handler(self, message_id: str): + """Remove a handler from the active handlers dict.""" + self._streaming_handlers.pop(message_id, None) + # Streaming message convenience methods - def start_streaming_message(self, role: str = "assistant", user_id: Optional[str] = None, - initial_content: str = "") -> StreamHandle: + async def start_streaming_message( + self, + role: str = "assistant", + user_id: Optional[str] = None, + initial_content: str = "", + ) -> StreamHandle: """Start a new streaming message and return a handle for subsequent operations. - + This method simplifies the management of streaming messages by returning a handle that encapsulates the message ID and user ID. Use the handle with append_to_message, replace_message, and complete_message methods. - + Args: role: The role of the message sender (default: "assistant") user_id: The ID of the user (default: same as role) initial_content: Initial content for the message (default: empty string) - + Returns: StreamHandle: A handle to use for subsequent operations on this message - + Example: # Simple usage handle = conversation.start_streaming_message() @@ -126,15 +288,15 @@ def start_streaming_message(self, role: str = "assistant", user_id: Optional[str conversation.replace_message(handle, "Here's the answer: ") conversation.append_to_message(handle, "42") conversation.complete_message(handle) - + # Multiple concurrent streams user_handle = conversation.start_streaming_message(role="user", user_id="user123") assistant_handle = conversation.start_streaming_message(role="assistant") - + # Update both independently conversation.append_to_message(user_handle, "Hello") conversation.append_to_message(assistant_handle, "Hi there!") - + # Complete in any order conversation.complete_message(user_handle) conversation.complete_message(assistant_handle) @@ -144,120 +306,148 @@ def start_streaming_message(self, role: str = "assistant", user_id: Optional[str content=initial_content, role=role, user_id=user_id or role, - id=None # Will be assigned during add + id=None, # Will be assigned during add ) - self.add_message(message, completed=False) + await self.add_message(message, completed=False) # The message now has an ID assigned by the add_message flow # Find it in the messages list (it's the last one added) added_message = self.messages[-1] - # Message IDs and user_ids are always set by add_message - assert added_message.id is not None, "Message ID should be set by add_message" - assert added_message.user_id is not None, "User ID should be set by add_message" return StreamHandle(message_id=added_message.id, user_id=added_message.user_id) - - def append_to_message(self, handle: StreamHandle, text: str): + + async def append_to_message(self, handle: StreamHandle, text: str): """Append text to a streaming message identified by the handle. - + Args: handle: The StreamHandle returned by start_streaming_message text: Text to append to the message """ - self.update_message( + await self.update_message( message_id=handle.message_id, input_text=text, user_id=handle.user_id, replace_content=False, - completed=False + completed=False, ) - - def replace_message(self, handle: StreamHandle, text: str): + + async def replace_message(self, handle: StreamHandle, text: str): """Replace the content of a streaming message identified by the handle. - + Args: handle: The StreamHandle returned by start_streaming_message text: Text to replace the message content with """ - self.update_message( + await self.update_message( message_id=handle.message_id, input_text=text, user_id=handle.user_id, replace_content=True, - completed=False + completed=False, ) - - def complete_message(self, handle: StreamHandle): + + async def complete_message(self, handle: StreamHandle): """Mark a streaming message as completed. - + Args: handle: The StreamHandle returned by start_streaming_message """ # We need to find the message to get its current content # so we can set completed without changing the content - message = next((msg for msg in self.messages if msg.id == handle.message_id), None) + message = next( + (msg for msg in self.messages if msg.id == handle.message_id), None + ) if message: # Use replace mode with the current content to avoid space issues - self.update_message( + await self.update_message( message_id=handle.message_id, input_text=message.content, user_id=handle.user_id, replace_content=True, - completed=True + completed=True, ) -class InMemoryConversation(Conversation): +class InMemoryStreamingMessageHandler(StreamingMessageHandler): + """In-memory implementation of StreamingMessageHandler.""" + + def __init__( + self, + message_id: str, + user_id: str, + role: str, + conversation: "InMemoryConversation", + ): + super().__init__(message_id, user_id, role) + self.conversation = conversation + + async def _on_content_created(self): + """Called when content is first created. For in-memory, same as content changed.""" + await self._on_content_changed() + + async def _on_content_changed(self): + """Update the message in the conversation's messages list.""" + if self.conversation: + # Find and update the message + for message in self.conversation.messages: + if message.id == self.message_id: + message.content = self.content + break + + async def _on_finalized(self): + """Remove the handler from the conversation when finalized.""" + if self.conversation: + self.conversation._remove_handler(self.message_id) + + +class InMemoryConversation(Conversation[InMemoryStreamingMessageHandler]): messages: List[Message] def __init__(self, instructions: str, messages: List[Message]): - """Create an in-memory conversation holder. - - Stores messages in a local list and performs updates in place. Useful for - tests and local development, or as a base for provider-backed - conversations. - """ super().__init__(instructions, messages) def lookup(self, id: str) -> Optional[Message]: - """Find a message by ID. Needed by StreamConversation - - Args: - id: Message identifier to lookup. - - Returns: - The `Message` if found, otherwise None. - """ + """Internal method to find message by ID - needed by StreamConversation""" msgs = [m for m in self.messages if m.id == id] if msgs: return msgs[0] return None - def add_message(self, message: Message, completed: bool = True): - """Append a message to the in-memory list and return None. + def _create_handler( + self, message_id: str, user_id: str, role: str + ) -> InMemoryStreamingMessageHandler: + """Create a new in-memory streaming message handler.""" + # Create the message first (empty content initially, will be updated by handler) + message = Message(content="", role=role, user_id=user_id, id=message_id) + self.messages.append(message) - The `completed` flag is not used for in-memory conversations. - """ + # Create and return the handler + return InMemoryStreamingMessageHandler( + message_id=message_id, user_id=user_id, role=role, conversation=self + ) + + async def add_message(self, message: Message, completed: bool = True): self.messages.append(message) # In-memory conversation doesn't need to handle completed flag return None - def update_message(self, message_id: str, input_text: str, user_id: str, replace_content: bool, completed: bool): - """Update or create a message in-memory. - - If the message is not found, a new one is created with the given id. - - Args: - message_id: Target message identifier. - input_text: Text to set (replace) or append. - user_id: Owner user id for the message. - replace_content: If True, replace content; otherwise append. - completed: Ignored for in-memory conversations. - """ + async def update_message( + self, + message_id: str, + input_text: str, + user_id: str, + replace_content: bool, + completed: bool, + ): # Find the message by id message = self.lookup(message_id) - + if message is None: logger.info(f"message {message_id} not found, create one instead") - return self.add_message(Message(user_id=user_id, id=message_id, content=input_text, original=None), completed=completed) + return await self.add_message( + Message( + user_id=user_id, id=message_id, content=input_text, original=None + ), + completed=completed, + ) if replace_content: message.content = input_text @@ -266,4 +456,3 @@ def update_message(self, message_id: str, input_text: str, user_id: str, replace # In-memory conversation just updates the message, no external API call return None - diff --git a/agents-core/vision_agents/core/events/base.py b/agents-core/vision_agents/core/events/base.py index 558876c2..bf0ac192 100644 --- a/agents-core/vision_agents/core/events/base.py +++ b/agents-core/vision_agents/core/events/base.py @@ -9,6 +9,7 @@ from getstream.video.rtc.pb.stream.video.sfu.models.models_pb2 import Participant + class ConnectionState(Enum): """Connection states for streaming plugins.""" @@ -32,12 +33,18 @@ class AudioFormat(Enum): @dataclass class BaseEvent(DataClassJsonMixin): """Base class for all events.""" + type: str event_id: str = field(default_factory=lambda: str(uuid.uuid4())) timestamp: datetime = field(default_factory=lambda: datetime.now(timezone.utc)) session_id: Optional[str] = None user_metadata: Optional[Participant] = None + def user_id(self) -> Optional[str]: + if self.user_metadata is None: + return None + return getattr(self.user_metadata, "user_id") + @dataclass class PluginBaseEvent(BaseEvent): @@ -83,11 +90,12 @@ class PluginErrorEvent(PluginBaseEvent): def error_message(self) -> str: return str(self.error) if self.error else "Unknown error" + @dataclasses.dataclass class ExceptionEvent: exc: Exception handler: FunctionType - type: str = 'base.exception' + type: str = "base.exception" @dataclasses.dataclass @@ -95,13 +103,13 @@ class HealthCheckEvent(DataClassJsonMixin): connection_id: str created_at: int custom: dict - type: str = 'health.check' + type: str = "health.check" @dataclass class ConnectionOkEvent(BaseEvent): """Event emitted when WebSocket connection is established.""" - + type: str = field(default="connection.ok", init=False) connection_id: Optional[str] = None server_time: Optional[str] = None @@ -112,7 +120,7 @@ class ConnectionOkEvent(BaseEvent): @dataclass class ConnectionErrorEvent(BaseEvent): """Event emitted when WebSocket connection encounters an error.""" - + type: str = field(default="connection.error", init=False) error_code: Optional[str] = None error_message: Optional[str] = None @@ -122,7 +130,7 @@ class ConnectionErrorEvent(BaseEvent): @dataclass class ConnectionClosedEvent(BaseEvent): """Event emitted when WebSocket connection is closed.""" - + type: str = field(default="connection.closed", init=False) code: Optional[int] = None reason: Optional[str] = None diff --git a/agents-core/vision_agents/core/llm/events.py b/agents-core/vision_agents/core/llm/events.py index e517a479..c1829b18 100644 --- a/agents-core/vision_agents/core/llm/events.py +++ b/agents-core/vision_agents/core/llm/events.py @@ -7,7 +7,8 @@ @dataclass class RealtimeConnectedEvent(PluginBaseEvent): """Event emitted when realtime connection is established.""" - type: str = field(default='plugin.realtime_connected', init=False) + + type: str = field(default="plugin.realtime_connected", init=False) provider: Optional[str] = None session_config: Optional[dict[str, Any]] = None capabilities: Optional[list[str]] = None @@ -15,7 +16,7 @@ class RealtimeConnectedEvent(PluginBaseEvent): @dataclass class RealtimeDisconnectedEvent(PluginBaseEvent): - type: str = field(default='plugin.realtime_disconnected', init=False) + type: str = field(default="plugin.realtime_disconnected", init=False) provider: Optional[str] = None reason: Optional[str] = None was_clean: bool = True @@ -24,7 +25,8 @@ class RealtimeDisconnectedEvent(PluginBaseEvent): @dataclass class RealtimeAudioInputEvent(PluginBaseEvent): """Event emitted when audio input is sent to realtime session.""" - type: str = field(default='plugin.realtime_audio_input', init=False) + + type: str = field(default="plugin.realtime_audio_input", init=False) audio_data: Optional[bytes] = None audio_format: AudioFormat = AudioFormat.PCM_S16 sample_rate: int = 16000 @@ -34,7 +36,8 @@ class RealtimeAudioInputEvent(PluginBaseEvent): @dataclass class RealtimeAudioOutputEvent(PluginBaseEvent): """Event emitted when audio output is received from realtime session.""" - type: str = field(default='plugin.realtime_audio_output', init=False) + + type: str = field(default="plugin.realtime_audio_output", init=False) audio_data: Optional[bytes] = None audio_format: AudioFormat = AudioFormat.PCM_S16 sample_rate: int = 16000 @@ -45,8 +48,9 @@ class RealtimeAudioOutputEvent(PluginBaseEvent): @dataclass class RealtimeTranscriptEvent(PluginBaseEvent): """Event emitted when realtime session provides a transcript.""" + original: Optional[Any] = None - type: str = field(default='plugin.realtime_transcript', init=False) + type: str = field(default="plugin.realtime_transcript", init=False) text: Optional[str] = None user_metadata: Optional[Any] = None @@ -54,7 +58,7 @@ class RealtimeTranscriptEvent(PluginBaseEvent): @dataclass class RealtimePartialTranscriptEvent(PluginBaseEvent): original: Optional[Any] = None - type: str = field(default='plugin.realtime_partial_transcript', init=False) + type: str = field(default="plugin.realtime_partial_transcript", init=False) text: Optional[str] = None user_metadata: Optional[Any] = None @@ -62,7 +66,8 @@ class RealtimePartialTranscriptEvent(PluginBaseEvent): @dataclass class RealtimeResponseEvent(PluginBaseEvent): """Event emitted when realtime session provides a response.""" - type: str = field(default='plugin.realtime_response', init=False) + + type: str = field(default="plugin.realtime_response", init=False) original: Optional[str] = None text: Optional[str] = None response_id: str = field(default_factory=lambda: str(uuid.uuid4())) @@ -73,7 +78,8 @@ class RealtimeResponseEvent(PluginBaseEvent): @dataclass class RealtimeConversationItemEvent(PluginBaseEvent): """Event emitted for conversation item updates in realtime session.""" - type: str = field(default='plugin.realtime_conversation_item', init=False) + + type: str = field(default="plugin.realtime_conversation_item", init=False) item_id: Optional[str] = None item_type: Optional[str] = ( None # "message", "function_call", "function_call_output" @@ -86,7 +92,8 @@ class RealtimeConversationItemEvent(PluginBaseEvent): @dataclass class RealtimeErrorEvent(PluginBaseEvent): """Event emitted when a realtime error occurs.""" - type: str = field(default='plugin.realtime_error', init=False) + + type: str = field(default="plugin.realtime_error", init=False) error: Optional[Exception] = None error_code: Optional[str] = None context: Optional[str] = None @@ -96,9 +103,10 @@ class RealtimeErrorEvent(PluginBaseEvent): def error_message(self) -> str: return str(self.error) if self.error else "Unknown error" + @dataclass class LLMResponseChunkEvent(PluginBaseEvent): - type: str = field(default='plugin.llm_response_chunk', init=False) + type: str = field(default="plugin.llm_response_chunk", init=False) content_index: int | None = None """The index of the content part that the text delta was added to.""" @@ -118,15 +126,18 @@ class LLMResponseChunkEvent(PluginBaseEvent): @dataclass class LLMResponseCompletedEvent(PluginBaseEvent): """Event emitted after an LLM response is processed.""" - type: str = field(default='plugin.llm_response_completed', init=False) + + type: str = field(default="plugin.llm_response_completed", init=False) original: Any = None text: str = "" + item_id: Optional[str] = None @dataclass class ToolStartEvent(PluginBaseEvent): """Event emitted when a tool execution starts.""" - type: str = field(default='plugin.llm.tool.start', init=False) + + type: str = field(default="plugin.llm.tool.start", init=False) tool_name: str = "" arguments: Optional[Dict[str, Any]] = None tool_call_id: Optional[str] = None @@ -135,11 +146,11 @@ class ToolStartEvent(PluginBaseEvent): @dataclass class ToolEndEvent(PluginBaseEvent): """Event emitted when a tool execution ends.""" - type: str = field(default='plugin.llm.tool.end', init=False) + + type: str = field(default="plugin.llm.tool.end", init=False) tool_name: str = "" success: bool = True result: Optional[Any] = None error: Optional[str] = None tool_call_id: Optional[str] = None execution_time_ms: Optional[float] = None - diff --git a/examples/02_golf_coach_example/golf_coach_example.py b/examples/02_golf_coach_example/golf_coach_example.py index bb74f9e4..2a11538b 100644 --- a/examples/02_golf_coach_example/golf_coach_example.py +++ b/examples/02_golf_coach_example/golf_coach_example.py @@ -11,12 +11,14 @@ async def start_agent() -> None: agent = Agent( - edge=getstream.Edge(), # use stream for edge video transport + edge=getstream.Edge(), # use stream for edge video transport agent_user=User(name="AI golf coach"), - instructions="Read @golf_coach.md", # read the golf coach markdown instructions - llm=gemini.Realtime(fps=10), # Careful with FPS can get expensive + instructions="Read @golf_coach.md", # read the golf coach markdown instructions + llm=gemini.Realtime(fps=3), # Careful with FPS can get expensive # llm=openai.Realtime(fps=10), use this to switch to openai - processors=[ultralytics.YOLOPoseProcessor(model_path="yolo11n-pose.pt")], # realtime pose detection with yolo + processors=[ + ultralytics.YOLOPoseProcessor(model_path="yolo11n-pose.pt") + ], # realtime pose detection with yolo ) await agent.create_user() @@ -28,7 +30,9 @@ async def start_agent() -> None: with await agent.join(call): await agent.edge.open_demo(call) # all LLMs support a simple_response method and a more advanced native method (so you can always use the latest LLM features) - await agent.llm.simple_response(text="Say hi. After the user does their golf swing offer helpful feedback.") + await agent.llm.simple_response( + text="Say hi. After the user does their golf swing offer helpful feedback." + ) # Gemini's native API is available here # agent.llm.send_realtime_input(text="Hello world") await agent.finish() # run till the call ends diff --git a/plugins/getstream/vision_agents/plugins/getstream/stream_conversation.py b/plugins/getstream/vision_agents/plugins/getstream/stream_conversation.py index ce6a1c8b..cc233b47 100644 --- a/plugins/getstream/vision_agents/plugins/getstream/stream_conversation.py +++ b/plugins/getstream/vision_agents/plugins/getstream/stream_conversation.py @@ -1,134 +1,140 @@ import logging -import threading -import queue -import time from typing import List, Dict -from getstream.chat.client import ChatClient -from getstream.models import MessageRequest, ChannelResponse - -from vision_agents.core.agents.conversation import InMemoryConversation, Message +from getstream.models import MessageRequest +from getstream.chat.async_channel import Channel +from vision_agents.core.agents.conversation import ( + InMemoryConversation, + Message, + StreamingMessageHandler, +) logger = logging.getLogger(__name__) +class StreamStreamingMessageHandler(StreamingMessageHandler): + """Stream implementation of StreamingMessageHandler.""" + + def __init__( + self, + message_id: str, + user_id: str, + role: str, + conversation: "StreamConversation" = None, + ): + super().__init__(message_id, user_id, role) + self.conversation = conversation + self.stream_message_id: str = None + + async def _on_content_created(self): + """Create the message in Stream using send_message.""" + if self.conversation and self.conversation.channel: + try: + # Send the message to Stream + request = MessageRequest(text=self.content, user_id=self.user_id) + response = await self.conversation.channel.send_message(request) + + # Store the mapping between internal ID and Stream message ID + self.stream_message_id = response.data.message.id + self.conversation.internal_ids_to_stream_ids[self.message_id] = ( + self.stream_message_id + ) + + logger.debug( + f"Created Stream message {self.stream_message_id} for internal message {self.message_id}" + ) + except Exception as e: + logger.error( + f"Failed to create Stream message for {self.message_id}: {e}" + ) + raise + + # Also update the message in the conversation's messages list + if self.conversation: + for message in self.conversation.messages: + if message.id == self.message_id: + message.content = self.content + break + + async def _on_content_changed(self): + """Update the message in Stream using ephemeral_message_update.""" + if self.conversation and self.conversation.channel and self.stream_message_id: + try: + await self.conversation.channel.client.ephemeral_message_update( + self.stream_message_id, + user_id=self.user_id, + set={"text": self.content, "generating": True}, + ) + logger.debug( + f"Updated Stream message {self.stream_message_id} with content: {self.content[:50]}..." + ) + except Exception as e: + logger.error( + f"Failed to update Stream message {self.stream_message_id}: {e}" + ) + raise + + # Also update the message in the conversation's messages list + if self.conversation: + for message in self.conversation.messages: + if message.id == self.message_id: + message.content = self.content + break + + async def _on_finalized(self): + """Finalize the message in Stream using update_message_partial.""" + if self.conversation and self.conversation.channel and self.stream_message_id: + try: + await self.conversation.channel.client.update_message_partial( + self.stream_message_id, + user_id=self.user_id, + set={"text": self.content, "generating": False}, + ) + logger.debug(f"Finalized Stream message {self.stream_message_id}") + except Exception as e: + logger.error( + f"Failed to finalize Stream message {self.stream_message_id}: {e}" + ) + raise + + # Remove the handler from the conversation when finalized + if self.conversation: + self.conversation._remove_handler(self.message_id) + + class StreamConversation(InMemoryConversation): """ Persists the message history to a stream channel & messages """ + messages: List[Message] # maps internal ids to stream message ids internal_ids_to_stream_ids: Dict[str, str] - channel: ChannelResponse - chat_client: ChatClient + channel: Channel - def __init__(self, instructions: str, messages: List[Message], channel: ChannelResponse, chat_client: ChatClient): + def __init__(self, instructions: str, messages: List[Message], channel: Channel): super().__init__(instructions, messages) self.messages = messages self.channel = channel - self.chat_client = chat_client self.internal_ids_to_stream_ids = {} - # Initialize the worker thread for API calls - self._api_queue: queue.Queue = queue.Queue() - self._shutdown = False - self._worker_thread = threading.Thread(target=self._api_worker, daemon=True, name="StreamConversation-APIWorker") - self._worker_thread.start() - self._pending_operations = 0 - self._operations_lock = threading.Lock() - logger.info(f"Started API worker thread for channel {channel.id}") - - def _api_worker(self): - """Worker thread that processes Stream API calls.""" - logger.debug("API worker thread started") - while not self._shutdown: - try: - # Get operation from queue with timeout to check shutdown periodically - operation = self._api_queue.get(timeout=0.1) - - try: - op_type = operation["type"] - logger.debug(f"Processing API operation: {op_type}") - - if op_type == "send_message": - response = self.chat_client.send_message( - operation["channel_type"], - operation["channel_id"], - operation["request"] - ) - # Store the mapping - self.internal_ids_to_stream_ids[operation["internal_id"]] = response.data.message.id - operation["stream_id"] = response.data.message.id - - elif op_type == "update_message_partial": - self.chat_client.update_message_partial( - operation["stream_id"], - user_id=operation["user_id"], - set=operation["set_data"] - ) - - elif op_type == "ephemeral_message_update": - self.chat_client.ephemeral_message_update( - operation["stream_id"], - user_id=operation["user_id"], - set=operation["set_data"] - ) - - logger.debug(f"Successfully processed API operation: {op_type}") - - except Exception as e: - logger.error(f"Error processing API operation {operation.get('type', 'unknown')}: {e}") - # Continue processing other operations even if one fails - - finally: - # Decrement pending operations counter - with self._operations_lock: - self._pending_operations -= 1 - - except queue.Empty: - # Timeout reached, loop back to check shutdown flag - continue - except Exception as e: - logger.error(f"Unexpected error in API worker thread: {e}") - time.sleep(0.1) # Brief pause before continuing - - logger.debug("API worker thread shutting down") - - def wait_for_pending_operations(self, timeout: float = 5.0) -> bool: - """Wait for all pending API operations to complete. + def _create_handler( + self, message_id: str, user_id: str, role: str + ) -> StreamStreamingMessageHandler: + """Create a new Stream streaming message handler.""" + # Create the message first (empty content initially, will be updated by handler) + message = Message(content="", role=role, user_id=user_id, id=message_id) + self.messages.append(message) - Args: - timeout: Maximum time to wait in seconds. + # Create and return the handler + return StreamStreamingMessageHandler( + message_id=message_id, user_id=user_id, role=role, conversation=self + ) - Returns: - True if all operations completed, False if timeout reached. - """ - start_time = time.time() - while time.time() - start_time < timeout: - with self._operations_lock: - if self._pending_operations == 0: - return True - time.sleep(0.01) # Small sleep to avoid busy waiting - - with self._operations_lock: - remaining = self._pending_operations - if remaining > 0: - logger.warning(f"Timeout waiting for {remaining} pending operations") - return False - - def shutdown(self): - """Shutdown the worker thread gracefully.""" - logger.info("Shutting down API worker thread") - self._shutdown = True - if self._worker_thread.is_alive(): - self._worker_thread.join(timeout=2.0) - if self._worker_thread.is_alive(): - logger.warning("API worker thread did not shut down cleanly") - - def add_message(self, message: Message, completed: bool = True): + async def add_message(self, message: Message, completed: bool = True): """Add a message to the Stream conversation. Args: @@ -137,56 +143,43 @@ def add_message(self, message: Message, completed: bool = True): If False, mark as still generating using ephemeral_message_update. Returns: - None (operations are processed asynchronously) + None """ self.messages.append(message) - # Queue the send_message operation + # Send the message to Stream request = MessageRequest(text=message.content, user_id=message.user_id) - send_op = { - "type": "send_message", - "channel_type": self.channel.type, - "channel_id": self.channel.id, - "request": request, - "internal_id": message.id, - } - - # Increment pending operations counter - with self._operations_lock: - self._pending_operations += 1 - - self._api_queue.put(send_op) - - # Queue the update operation (will use the stream_id once send_message completes) - # We need to wait for the send operation to complete first - # So we'll handle this in a second operation that waits for the stream_id - def queue_update_operation(): - # Wait for the stream_id to be available - max_wait = 5.0 - start_time = time.time() - while time.time() - start_time < max_wait: - stream_id = self.internal_ids_to_stream_ids.get(message.id if message.id else "") - if stream_id: - update_op = { - "type": "update_message_partial" if completed else "ephemeral_message_update", - "stream_id": stream_id, - "user_id": message.user_id, - "set_data": {"text": message.content, "generating": not completed}, - } - with self._operations_lock: - self._pending_operations += 1 - self._api_queue.put(update_op) - return - time.sleep(0.01) - logger.error(f"Timeout waiting for stream_id for message {message.id}") - - # Queue the update in a separate thread to avoid blocking - threading.Thread(target=queue_update_operation, daemon=True).start() - - def update_message(self, message_id: str, input_text: str, user_id: str, replace_content: bool, completed: bool): + response = await self.channel.send_message(request) + + # Store the mapping between internal ID and Stream message ID + stream_id = response.data.message.id + self.internal_ids_to_stream_ids[message.id] = stream_id + + # Update the message with completion status + if completed: + await self.channel.client.update_message_partial( + stream_id, + user_id=message.user_id, + set={"text": message.content, "generating": False}, + ) + else: + await self.channel.client.ephemeral_message_update( + stream_id, + user_id=message.user_id, + set={"text": message.content, "generating": True}, + ) + + async def update_message( + self, + message_id: str, + input_text: str, + user_id: str, + replace_content: bool, + completed: bool, + ): """Update a message in the Stream conversation. - This method updates both the local message content and queues the Stream API sync. + This method updates both the local message content and syncs with the Stream API. If the message doesn't exist, it creates a new one. Args: @@ -198,10 +191,12 @@ def update_message(self, message_id: str, input_text: str, user_id: str, replace If False, mark as still generating using ephemeral_message_update. Returns: - None (operations are processed asynchronously) + None """ # First, update the local message using the superclass logic - super().update_message(message_id, input_text, user_id, replace_content, completed) + await super().update_message( + message_id, input_text, user_id, replace_content, completed + ) # Get the updated message for Stream API sync message = self.lookup(message_id) @@ -212,25 +207,21 @@ def update_message(self, message_id: str, input_text: str, user_id: str, replace stream_id = self.internal_ids_to_stream_ids.get(message_id) if stream_id is None: - logger.warning(f"stream_id for message {message_id} not found, skipping Stream API update") + logger.warning( + f"stream_id for message {message_id} not found, skipping Stream API update" + ) return None - # Queue the update operation - update_op = { - "type": "update_message_partial" if completed else "ephemeral_message_update", - "stream_id": stream_id, - "user_id": message.user_id, - "set_data": {"text": message.content, "generating": not completed}, - } - - with self._operations_lock: - self._pending_operations += 1 - - return self._api_queue.put(update_op) - - def __del__(self): - """Cleanup when the conversation is destroyed.""" - try: - self.shutdown() - except Exception as e: - logger.error(f"Error during StreamConversation cleanup: {e}") \ No newline at end of file + # Update the message in Stream + if completed: + await self.channel.client.update_message_partial( + stream_id, + user_id=message.user_id, + set={"text": message.content, "generating": False}, + ) + else: + await self.channel.client.ephemeral_message_update( + stream_id, + user_id=message.user_id, + set={"text": message.content, "generating": True}, + ) diff --git a/plugins/getstream/vision_agents/plugins/getstream/stream_edge_transport.py b/plugins/getstream/vision_agents/plugins/getstream/stream_edge_transport.py index 71a2f13c..738042aa 100644 --- a/plugins/getstream/vision_agents/plugins/getstream/stream_edge_transport.py +++ b/plugins/getstream/vision_agents/plugins/getstream/stream_edge_transport.py @@ -10,10 +10,12 @@ from getstream.chat.async_client import ChatClient from getstream.models import ChannelInput from getstream.video import rtc -from getstream.chat.async_channel import Channel from getstream.video.async_call import Call from getstream.video.rtc import ConnectionManager, audio_track -from getstream.video.rtc.pb.stream.video.sfu.models.models_pb2 import Participant, TrackType +from getstream.video.rtc.pb.stream.video.sfu.models.models_pb2 import ( + Participant, + TrackType, +) from getstream.video.rtc.track_util import PcmData from getstream.video.rtc.tracks import SubscriptionConfig, TrackSubscriptionConfig @@ -37,11 +39,13 @@ def __init__(self, connection: ConnectionManager): async def close(self): await self._connection.leave() + class StreamEdge(EdgeTransport): """ StreamEdge uses getstream.io's edge network. To support multiple vendors, this means we expose """ + client: AsyncStream def __init__(self, **kwargs): @@ -53,7 +57,6 @@ def __init__(self, **kwargs): self.events = EventManager() self.events.register_events_from_module(events) self.events.register_events_from_module(sfu_events) - self.channel: Optional[Channel] = None self.conversation: Optional[StreamConversation] = None self.channel_type = "messaging" self.agent_user_id: str | None = None @@ -71,9 +74,15 @@ def __init__(self, **kwargs): def _get_webrtc_kind(self, track_type_int: int) -> str: """Get the expected WebRTC kind (audio/video) for a SFU track type.""" # Map SFU track types to WebRTC kinds - if track_type_int in (TrackType.TRACK_TYPE_AUDIO, TrackType.TRACK_TYPE_SCREEN_SHARE_AUDIO): + if track_type_int in ( + TrackType.TRACK_TYPE_AUDIO, + TrackType.TRACK_TYPE_SCREEN_SHARE_AUDIO, + ): return "audio" - elif track_type_int in (TrackType.TRACK_TYPE_VIDEO, TrackType.TRACK_TYPE_SCREEN_SHARE): + elif track_type_int in ( + TrackType.TRACK_TYPE_VIDEO, + TrackType.TRACK_TYPE_SCREEN_SHARE, + ): return "video" else: # Default to video for unknown types @@ -101,7 +110,9 @@ async def _on_track_published(self, event: sfu_events.TrackPublishedEvent): # First check if track already exists in map (e.g., from previous unpublish/republish) if track_key in self._track_map: self._track_map[track_key]["published"] = True - self.logger.info(f"Track marked as published (already existed): {track_key}") + self.logger.info( + f"Track marked as published (already existed): {track_key}" + ) return # Wait for pending track to be populated (with 10 second timeout) @@ -113,34 +124,42 @@ async def _on_track_published(self, event: sfu_events.TrackPublishedEvent): while elapsed < timeout: # Find pending track for this user/session with matching kind - for tid, (pending_user, pending_session, pending_kind) in list(self._pending_tracks.items()): - if (pending_user == user_id and - pending_session == session_id and - pending_kind == expected_kind): + for tid, (pending_user, pending_session, pending_kind) in list( + self._pending_tracks.items() + ): + if ( + pending_user == user_id + and pending_session == session_id + and pending_kind == expected_kind + ): track_id = tid del self._pending_tracks[tid] break - + if track_id: break - + # Wait a bit before checking again await asyncio.sleep(poll_interval) elapsed += poll_interval - + if track_id: # Store with correct type from SFU self._track_map[track_key] = {"track_id": track_id, "published": True} - self.logger.info(f"Trackmap published: {track_type_int} from {user_id}, track_id: {track_id} (waited {elapsed:.2f}s)") - + self.logger.info( + f"Trackmap published: {track_type_int} from {user_id}, track_id: {track_id} (waited {elapsed:.2f}s)" + ) + # NOW spawn TrackAddedEvent with correct type - self.events.send(events.TrackAddedEvent( - plugin_name="getstream", - track_id=track_id, - track_type=track_type_int, - user=event.participant, - user_metadata=event.participant - )) + self.events.send( + events.TrackAddedEvent( + plugin_name="getstream", + track_id=track_id, + track_type=track_type_int, + user=event.participant, + user_metadata=event.participant, + ) + ) else: raise TimeoutError( f"Timeout waiting for pending track: {track_type_int} ({expected_kind}) from user {user_id}, " @@ -149,10 +168,12 @@ async def _on_track_published(self, event: sfu_events.TrackPublishedEvent): f"Key: {track_key}\n" f"Track map: {self._track_map}\n" ) - - async def _on_track_removed(self, event: sfu_events.ParticipantLeftEvent | sfu_events.TrackUnpublishedEvent): + + async def _on_track_removed( + self, event: sfu_events.ParticipantLeftEvent | sfu_events.TrackUnpublishedEvent + ): """Handle track unpublished and participant left events.""" - if not event.payload: # NOTE: mypy typecheck + if not event.payload: # NOTE: mypy typecheck return participant = event.participant @@ -164,18 +185,20 @@ async def _on_track_removed(self, event: sfu_events.ParticipantLeftEvent | sfu_e session_id = event.payload.session_id # Determine which tracks to remove - if hasattr(event.payload, 'type') and event.payload is not None: + if hasattr(event.payload, "type") and event.payload is not None: # TrackUnpublishedEvent - single track tracks_to_remove = [event.payload.type] event_desc = "Track unpublished" else: # ParticipantLeftEvent - all published tracks - tracks_to_remove = (event.participant.published_tracks if event.participant else None) or [] + tracks_to_remove = ( + event.participant.published_tracks if event.participant else None + ) or [] event_desc = "Participant left" - + track_names = [TrackType.Name(t) for t in tracks_to_remove] self.logger.info(f"{event_desc}: {user_id}, tracks: {track_names}") - + # Mark each track as unpublished and send TrackRemovedEvent for track_type_int in tracks_to_remove: track_key = (user_id, session_id, track_type_int) @@ -183,13 +206,15 @@ async def _on_track_removed(self, event: sfu_events.ParticipantLeftEvent | sfu_e if track_info: track_id = track_info["track_id"] - self.events.send(events.TrackRemovedEvent( - plugin_name="getstream", - track_id=track_id, - track_type=track_type_int, - user=participant, - user_metadata=participant - )) + self.events.send( + events.TrackRemovedEvent( + plugin_name="getstream", + track_id=track_id, + track_type=track_type_int, + user=participant, + user_metadata=participant, + ) + ) # Mark as unpublished instead of removing self._track_map[track_key]["published"] = False else: @@ -197,14 +222,11 @@ async def _on_track_removed(self, event: sfu_events.ParticipantLeftEvent | sfu_e async def create_conversation(self, call: Call, user, instructions): chat_client: ChatClient = call.client.stream.chat - self.channel = await chat_client.get_or_create_channel( - self.channel_type, - call.id, + channel = chat_client.channel(self.channel_type, call.id) + await channel.get_or_create( data=ChannelInput(created_by_id=user.id), ) - self.conversation = StreamConversation( - instructions, [], self.channel.data.channel, chat_client - ) + self.conversation = StreamConversation(instructions, [], channel) return self.conversation async def create_user(self, user: User): @@ -240,31 +262,42 @@ async def join(self, agent: "Agent", call: Call) -> StreamConnection: async def on_track(track_id, track_type, user): # Store track in pending map - wait for SFU to confirm type before spawning TrackAddedEvent self._pending_tracks[track_id] = (user.user_id, user.session_id, track_type) - self.logger.info(f"Track received from WebRTC (pending SFU confirmation): {track_id}, type: {track_type}, user: {user.user_id}") + self.logger.info( + f"Track received from WebRTC (pending SFU confirmation): {track_id}, type: {track_type}, user: {user.user_id}" + ) self.events.silent(events.AudioReceivedEvent) + @connection.on("audio") async def on_audio_received(pcm: PcmData, participant: Participant): - self.events.send(events.AudioReceivedEvent( - plugin_name="getstream", - pcm_data=pcm, - participant=participant, - user_metadata=participant - )) - - await connection.__aenter__() # TODO: weird API? there should be a manual version + self.events.send( + events.AudioReceivedEvent( + plugin_name="getstream", + pcm_data=pcm, + participant=participant, + user_metadata=participant, + ) + ) + + await ( + connection.__aenter__() + ) # TODO: weird API? there should be a manual version self._connection = connection standardize_connection = StreamConnection(connection) return standardize_connection def create_audio_track(self, framerate: int = 48000, stereo: bool = True): - return audio_track.AudioStreamTrack(framerate=framerate, stereo=stereo) # default to webrtc framerate + return audio_track.AudioStreamTrack( + framerate=framerate, stereo=stereo + ) # default to webrtc framerate def create_video_track(self): return aiortc.VideoStreamTrack() - def add_track_subscriber(self, track_id: str) -> Optional[aiortc.mediastreams.MediaStreamTrack]: + def add_track_subscriber( + self, track_id: str + ) -> Optional[aiortc.mediastreams.MediaStreamTrack]: return self._connection.subscriber_pc.add_track_subscriber(track_id) async def publish_tracks(self, audio_track, video_track): @@ -335,9 +368,7 @@ async def open_demo(self, call: Call) -> str: def open_pronto(self, api_key: str, token: str, call_id: str): """Open browser with the video call URL.""" # Use the same URL pattern as the working workout assistant example - base_url = ( - f"{os.getenv('EXAMPLE_BASE_URL', 'https://pronto-staging.getstream.io')}/join/" - ) + base_url = f"{os.getenv('EXAMPLE_BASE_URL', 'https://pronto-staging.getstream.io')}/join/" params = { "api_key": api_key, "token": token, diff --git a/plugins/openai/vision_agents/plugins/openai/openai_llm.py b/plugins/openai/vision_agents/plugins/openai/openai_llm.py index c16a850c..e63c4766 100644 --- a/plugins/openai/vision_agents/plugins/openai/openai_llm.py +++ b/plugins/openai/vision_agents/plugins/openai/openai_llm.py @@ -3,13 +3,20 @@ from openai import AsyncOpenAI from openai.lib.streaming.responses import ResponseStreamEvent -from openai.types.responses import ResponseCompletedEvent, ResponseTextDeltaEvent, Response as OpenAIResponse +from openai.types.responses import ( + ResponseCompletedEvent, + ResponseTextDeltaEvent, + Response as OpenAIResponse, +) from getstream.video.rtc.pb.stream.video.sfu.models.models_pb2 import Participant from vision_agents.core.llm.llm import LLM, LLMResponseEvent from vision_agents.core.llm.llm_types import ToolSchema, NormalizedToolCallItem -from vision_agents.core.llm.events import LLMResponseChunkEvent, LLMResponseCompletedEvent +from vision_agents.core.llm.events import ( + LLMResponseChunkEvent, + LLMResponseCompletedEvent, +) from . import events from vision_agents.core.processors import Processor @@ -42,7 +49,12 @@ class OpenAILLM(LLM): """ - def __init__(self, model: str, api_key: Optional[str] = None, client: Optional[AsyncOpenAI] = None): + def __init__( + self, + model: str, + api_key: Optional[str] = None, + client: Optional[AsyncOpenAI] = None, + ): """ Initialize the OpenAILLM class. @@ -64,8 +76,12 @@ def __init__(self, model: str, api_key: Optional[str] = None, client: Optional[A else: self.client = AsyncOpenAI() - async def simple_response(self, text: str, processors: Optional[List[Processor]] = None, - participant: Participant = None): + async def simple_response( + self, + text: str, + processors: Optional[List[Processor]] = None, + participant: Participant = None, + ): """ simple_response is a standardized way (across openai, claude, gemini etc.) to create a response. @@ -80,7 +96,7 @@ async def simple_response(self, text: str, processors: Optional[List[Processor]] """ # Use enhanced instructions if available (includes markdown file contents) instructions = None - if hasattr(self, 'parsed_instructions') and self.parsed_instructions: + if hasattr(self, "parsed_instructions") and self.parsed_instructions: instructions = self._build_enhanced_instructions() elif self.conversation is not None: instructions = self.conversation.instructions @@ -90,7 +106,9 @@ async def simple_response(self, text: str, processors: Optional[List[Processor]] instructions=instructions, ) - async def create_response(self, *args: Any, **kwargs: Any) -> LLMResponseEvent[OpenAIResponse]: + async def create_response( + self, *args: Any, **kwargs: Any + ) -> LLMResponseEvent[OpenAIResponse]: """ create_response gives you full support/access to the native openAI responses.create method this method wraps the openAI method and ensures we broadcast an event which the agent class hooks into @@ -110,8 +128,7 @@ async def create_response(self, *args: Any, **kwargs: Any) -> LLMResponseEvent[O kwargs["tools"] = self._convert_tools_to_provider_format(tools_spec) # type: ignore[arg-type] # Use parsed instructions if available (includes markdown file contents) - if hasattr(self, 'parsed_instructions') and self.parsed_instructions: - + if hasattr(self, "parsed_instructions") and self.parsed_instructions: # Combine original instructions with markdown file contents enhanced_instructions = self._build_enhanced_instructions() if enhanced_instructions: @@ -122,43 +139,49 @@ async def create_response(self, *args: Any, **kwargs: Any) -> LLMResponseEvent[O # Use the first positional argument as input, or create a default input_content = args[0] if args else "Hello" kwargs["input"] = input_content - + # OpenAI Responses API only accepts keyword arguments response = await self.client.responses.create(**kwargs) - llm_response : Optional[LLMResponseEvent[OpenAIResponse]] = None + llm_response: Optional[LLMResponseEvent[OpenAIResponse]] = None if isinstance(response, OpenAIResponse): # Non-streaming response - llm_response = LLMResponseEvent[OpenAIResponse](response, response.output_text) - + llm_response = LLMResponseEvent[OpenAIResponse]( + response, response.output_text + ) + # Check for tool calls in non-streaming response tool_calls = self._extract_tool_calls_from_response(response) if tool_calls: # Execute tools and get follow-up response llm_response = await self._handle_tool_calls(tool_calls, kwargs) - + elif hasattr(response, "__aiter__"): # async stream # Streaming response stream_response = response pending_tool_calls = [] seen = set() - + # Process streaming events and collect tool calls async for event in stream_response: llm_response_optional = self._standardize_and_emit_event(event) if llm_response_optional is not None: llm_response = llm_response_optional - + # Grab tool calls when the model finalizes the turn if getattr(event, "type", "") == "response.completed": calls = self._extract_tool_calls_from_response(event.response) for c in calls: - key = (c["id"], c["name"], json.dumps(c["arguments_json"], sort_keys=True)) + key = ( + c["id"], + c["name"], + json.dumps(c["arguments_json"], sort_keys=True), + ) if key not in seen: pending_tool_calls.append(c) seen.add(key) - + # If we have tool calls, execute them and get follow-up response if pending_tool_calls: llm_response = await self._handle_tool_calls(pending_tool_calls, kwargs) @@ -171,22 +194,27 @@ async def create_response(self, *args: Any, **kwargs: Any) -> LLMResponseEvent[O # Only emit it here for non-streaming responses to avoid duplication. if llm_response is not None and isinstance(response, OpenAIResponse): # Non-streaming response - emit completion event - self.events.send(LLMResponseCompletedEvent( - original=llm_response.original, - text=llm_response.text - )) + self.events.send( + LLMResponseCompletedEvent( + item_id=llm_response.original.output[0].id, + original=llm_response.original, + text=llm_response.text, + ) + ) return llm_response or LLMResponseEvent[OpenAIResponse](None, "") # type: ignore[arg-type] - async def _handle_tool_calls(self, tool_calls: List[NormalizedToolCallItem], original_kwargs: Dict[str, Any]) -> LLMResponseEvent[OpenAIResponse]: + async def _handle_tool_calls( + self, tool_calls: List[NormalizedToolCallItem], original_kwargs: Dict[str, Any] + ) -> LLMResponseEvent[OpenAIResponse]: """ Handle tool calls by executing them and getting a follow-up response. Supports multi-round tool calling (max 3 rounds). - + Args: tool_calls: List of tool calls to execute original_kwargs: Original kwargs from the request - + Returns: LLM response with tool results """ @@ -195,15 +223,17 @@ async def _handle_tool_calls(self, tool_calls: List[NormalizedToolCallItem], ori current_tool_calls = tool_calls current_kwargs = original_kwargs.copy() seen: set[tuple] = set() - + for round_num in range(max_rounds): # Execute tools (with cross-round deduplication) - triples, seen = await self._dedup_and_execute(current_tool_calls, max_concurrency=8, timeout_s=30, seen=seen) # type: ignore[arg-type] - + triples, seen = await self._dedup_and_execute( + current_tool_calls, max_concurrency=8, timeout_s=30, seen=seen + ) # type: ignore[arg-type] + # If no tools were executed, break the loop if not triples: break - + # Process all tool calls, including failed ones tool_messages = [] for tc, res, err in triples: @@ -211,74 +241,86 @@ async def _handle_tool_calls(self, tool_calls: List[NormalizedToolCallItem], ori if not cid: # Skip tool calls without ID - they can't be reported back continue - + # Use error result if there was an error, otherwise use the result output = err if err is not None else res - + # Convert to string for OpenAI Responses API with sanitization output_str = self._sanitize_tool_output(output) - tool_messages.append({ - "type": "function_call_output", - "call_id": cid, - "output": output_str, - }) - + tool_messages.append( + { + "type": "function_call_output", + "call_id": cid, + "output": output_str, + } + ) + # Don't send empty tool result inputs if not tool_messages: return llm_response or LLMResponseEvent[OpenAIResponse](None, "") # type: ignore[arg-type] - + # Send follow-up request with tool results if not self.openai_conversation: return llm_response or LLMResponseEvent[OpenAIResponse](None, "") # type: ignore[arg-type] - + follow_up_kwargs = { "model": current_kwargs.get("model", self.model), "conversation": self.openai_conversation.id, "input": tool_messages, "stream": True, } - + # Include tools again for potential follow-up calls tools_spec = self._get_tools_for_provider() if tools_spec: - follow_up_kwargs["tools"] = self._convert_tools_to_provider_format(tools_spec) # type: ignore[arg-type] - + follow_up_kwargs["tools"] = self._convert_tools_to_provider_format( + tools_spec + ) # type: ignore[arg-type] + # Get follow-up response follow_up_response = await self.client.responses.create(**follow_up_kwargs) - + if isinstance(follow_up_response, OpenAIResponse): # Non-streaming response - llm_response = LLMResponseEvent[OpenAIResponse](follow_up_response, follow_up_response.output_text) - + llm_response = LLMResponseEvent[OpenAIResponse]( + follow_up_response, follow_up_response.output_text + ) + # Check for more tool calls - next_tool_calls = self._extract_tool_calls_from_response(follow_up_response) + next_tool_calls = self._extract_tool_calls_from_response( + follow_up_response + ) if next_tool_calls and round_num < max_rounds - 1: current_tool_calls = next_tool_calls current_kwargs = follow_up_kwargs continue else: return llm_response - + elif hasattr(follow_up_response, "__aiter__"): # async stream stream_response = follow_up_response llm_response = None pending_tool_calls = [] # Don't reset seen - keep deduplication across rounds - + async for event in stream_response: llm_response_optional = self._standardize_and_emit_event(event) if llm_response_optional is not None: llm_response = llm_response_optional - + # Check for more tool calls if getattr(event, "type", "") == "response.completed": calls = self._extract_tool_calls_from_response(event.response) for c in calls: - key = (c["id"], c["name"], json.dumps(c["arguments_json"], sort_keys=True)) + key = ( + c["id"], + c["name"], + json.dumps(c["arguments_json"], sort_keys=True), + ) if key not in seen: pending_tool_calls.append(c) seen.add(key) - + # If we have more tool calls and haven't exceeded max rounds, continue if pending_tool_calls and round_num < max_rounds - 1: current_tool_calls = pending_tool_calls @@ -289,7 +331,7 @@ async def _handle_tool_calls(self, tool_calls: List[NormalizedToolCallItem], ori else: # Defensive fallback return LLMResponseEvent[OpenAIResponse](None, "") # type: ignore[arg-type] - + # If we've exhausted all rounds, return the last response return llm_response or LLMResponseEvent[OpenAIResponse](None, "") # type: ignore[arg-type] @@ -302,9 +344,7 @@ def _normalize_message(openai_input) -> List["Message"]: # standardize on input if isinstance(openai_input, str): - openai_input = [ - dict(content=openai_input, role="user", type="message") - ] + openai_input = [dict(content=openai_input, role="user", type="message")] elif not isinstance(openai_input, List): openai_input = [openai_input] @@ -316,15 +356,15 @@ def _normalize_message(openai_input) -> List["Message"]: return messages - - - def _convert_tools_to_provider_format(self, tools: List[ToolSchema]) -> List[Dict[str, Any]]: + def _convert_tools_to_provider_format( + self, tools: List[ToolSchema] + ) -> List[Dict[str, Any]]: """ Convert ToolSchema objects to OpenAI Responses API format. - + Args: tools: List of ToolSchema objects from the function registry - + Returns: List of tools in OpenAI Responses API format """ @@ -339,22 +379,26 @@ def _convert_tools_to_provider_format(self, tools: List[ToolSchema]) -> List[Dic params.setdefault("properties", {}) params.setdefault("additionalProperties", False) - out.append({ - "type": "function", - "name": name, # <-- top-level - "description": description, # <-- top-level - "parameters": params, # <-- top-level - "strict": True, # optional but fine - }) + out.append( + { + "type": "function", + "name": name, # <-- top-level + "description": description, # <-- top-level + "parameters": params, # <-- top-level + "strict": True, # optional but fine + } + ) return out - def _extract_tool_calls_from_response(self, response: Any) -> List[NormalizedToolCallItem]: + def _extract_tool_calls_from_response( + self, response: Any + ) -> List[NormalizedToolCallItem]: """ Extract tool calls from OpenAI response. - + Args: response: OpenAI response object - + Returns: List of normalized tool call items """ @@ -368,22 +412,23 @@ def _extract_tool_calls_from_response(self, response: Any) -> List[NormalizedToo args_obj = {} call_item: NormalizedToolCallItem = { "type": "tool_call", - "id": getattr(item, "call_id", ""), # <-- call_id + "id": getattr(item, "call_id", ""), # <-- call_id "name": getattr(item, "name", "unknown"), "arguments_json": args_obj, } calls.append(call_item) return calls - - def _create_tool_result_message(self, tool_calls: List[NormalizedToolCallItem], results: List[Any]) -> List[Dict[str, Any]]: + def _create_tool_result_message( + self, tool_calls: List[NormalizedToolCallItem], results: List[Any] + ) -> List[Dict[str, Any]]: """ Create tool result messages for OpenAI Responses API. - + Args: tool_calls: List of tool calls that were executed results: List of results from function execution - + Returns: List of tool result messages in Responses API format """ @@ -393,56 +438,69 @@ def _create_tool_result_message(self, tool_calls: List[NormalizedToolCallItem], if not call_id: # skip or wrap into a normal assistant message / log an error continue - + # Send only function_call_output items keyed by call_id # Convert to string for Responses API output_str = res if isinstance(res, str) else json.dumps(res) - msgs.append({ - "type": "function_call_output", - "call_id": call_id, - "output": output_str, - }) + msgs.append( + { + "type": "function_call_output", + "call_id": call_id, + "output": output_str, + } + ) return msgs - def _standardize_and_emit_event(self, event: ResponseStreamEvent) -> Optional[LLMResponseEvent]: + def _standardize_and_emit_event( + self, event: ResponseStreamEvent + ) -> Optional[LLMResponseEvent]: """ Forwards the events and also send out a standardized version (the agent class hooks into that) """ # start by forwarding the native event - self.events.send(events.OpenAIStreamEvent( - plugin_name="openai", - event_type=event.type, - event_data=event - )) + self.events.send( + events.OpenAIStreamEvent( + plugin_name="openai", event_type=event.type, event_data=event + ) + ) if event.type == "response.error": # Handle error events error_message = getattr(event, "error", {}).get("message", "Unknown error") - self.events.send(events.LLMErrorEvent( - plugin_name="openai", - error_message=error_message, - event_data=event - )) + self.events.send( + events.LLMErrorEvent( + plugin_name="openai", error_message=error_message, event_data=event + ) + ) return None elif event.type == "response.output_text.delta": # standardize the delta event delta_event: ResponseTextDeltaEvent = event - self.events.send(LLMResponseChunkEvent( - plugin_name="openai", - content_index=delta_event.content_index, - item_id=delta_event.item_id, - output_index=delta_event.output_index, - sequence_number=delta_event.sequence_number, - delta=delta_event.delta, - )) + self.events.send( + LLMResponseChunkEvent( + plugin_name="openai", + # sadly content_index is always set to 0 + # content_index=delta_event.content_index, + content_index=None, + item_id=delta_event.item_id, + output_index=delta_event.output_index, + sequence_number=delta_event.sequence_number, + delta=delta_event.delta, + ) + ) elif event.type == "response.completed": # standardize the response event and return the llm response completed_event: ResponseCompletedEvent = event - llm_response = LLMResponseEvent[OpenAIResponse](completed_event.response, completed_event.response.output_text) - self.events.send(LLMResponseCompletedEvent( - plugin_name="openai", - original=llm_response.original, - text=llm_response.text - )) + llm_response = LLMResponseEvent[OpenAIResponse]( + completed_event.response, completed_event.response.output_text + ) + self.events.send( + LLMResponseCompletedEvent( + plugin_name="openai", + original=llm_response.original, + text=llm_response.text, + item_id=llm_response.original.output[0].id, + ) + ) return llm_response return None From 6bf4541fb7a6152b12c56d930fbbdd5dcebdc476 Mon Sep 17 00:00:00 2001 From: Tommaso Barbugli Date: Mon, 13 Oct 2025 11:03:34 +0200 Subject: [PATCH 02/25] test transcription events for openai --- .../vision_agents/core/agents/agents.py | 7 + .../plugins/getstream/stream_conversation.py | 20 +-- plugins/openai/tests/test_openai_llm.py | 134 ++++++++++++++++-- 3 files changed, 137 insertions(+), 24 deletions(-) diff --git a/agents-core/vision_agents/core/agents/agents.py b/agents-core/vision_agents/core/agents/agents.py index e3947010..592f7e41 100644 --- a/agents-core/vision_agents/core/agents/agents.py +++ b/agents-core/vision_agents/core/agents/agents.py @@ -583,6 +583,13 @@ async def say( metadata=metadata, ) ) + await self.conversation.add_message( + Message( + content=text, + role="assistant", + user_id=user_id or self.agent_user.id, + ) + ) def _setup_turn_detection(self): if self.turn_detection: diff --git a/plugins/getstream/vision_agents/plugins/getstream/stream_conversation.py b/plugins/getstream/vision_agents/plugins/getstream/stream_conversation.py index cc233b47..2901eb0c 100644 --- a/plugins/getstream/vision_agents/plugins/getstream/stream_conversation.py +++ b/plugins/getstream/vision_agents/plugins/getstream/stream_conversation.py @@ -148,27 +148,17 @@ async def add_message(self, message: Message, completed: bool = True): self.messages.append(message) # Send the message to Stream - request = MessageRequest(text=message.content, user_id=message.user_id) + request = MessageRequest( + text=message.content, + user_id=message.user_id, + custom={"generating": not completed}, + ) response = await self.channel.send_message(request) # Store the mapping between internal ID and Stream message ID stream_id = response.data.message.id self.internal_ids_to_stream_ids[message.id] = stream_id - # Update the message with completion status - if completed: - await self.channel.client.update_message_partial( - stream_id, - user_id=message.user_id, - set={"text": message.content, "generating": False}, - ) - else: - await self.channel.client.ephemeral_message_update( - stream_id, - user_id=message.user_id, - set={"text": message.content, "generating": True}, - ) - async def update_message( self, message_id: str, diff --git a/plugins/openai/tests/test_openai_llm.py b/plugins/openai/tests/test_openai_llm.py index fb804b62..75f9e93e 100644 --- a/plugins/openai/tests/test_openai_llm.py +++ b/plugins/openai/tests/test_openai_llm.py @@ -3,7 +3,11 @@ from vision_agents.core.agents.conversation import Message from vision_agents.plugins.openai.openai_llm import OpenAILLM -from vision_agents.core.llm.events import LLMResponseChunkEvent +from vision_agents.core.llm.events import ( + LLMResponseChunkEvent, + LLMResponseCompletedEvent, +) +from vision_agents.plugins.openai import events load_dotenv() @@ -48,31 +52,27 @@ async def test_simple(self, llm: OpenAILLM): @pytest.mark.integration async def test_native_api(self, llm: OpenAILLM): - - response = await llm.create_response( input="say hi", instructions="You are a helpful assistant." ) # Assertions assert response.text - assert hasattr(response.original, 'id') # OpenAI response has id - + assert hasattr(response.original, "id") # OpenAI response has id @pytest.mark.integration async def test_streaming(self, llm: OpenAILLM): - streamingWorks = False - + @llm.events.subscribe async def passed(event: LLMResponseChunkEvent): nonlocal streamingWorks streamingWorks = True - + response = await llm.simple_response( "Explain quantum computing in 1 paragraph", ) - + await llm.events.wait() assert response.text @@ -97,3 +97,119 @@ async def test_native_memory(self, llm: OpenAILLM): input="How many paws are there in the room?", ) assert "8" in response.text or "eight" in response.text + + @pytest.mark.integration + async def test_events(self, llm: OpenAILLM): + """Test that LLM events are properly emitted during streaming responses.""" + # Track events and their content + chunk_events = [] + complete_events = [] + openai_stream_events = [] + error_events = [] + + # Register event handlers BEFORE making the API call + @llm.events.subscribe + async def handle_chunk_event(event: LLMResponseChunkEvent): + chunk_events.append(event) + + @llm.events.subscribe + async def handle_complete_event(event: LLMResponseCompletedEvent): + complete_events.append(event) + + @llm.events.subscribe + async def handle_openai_stream_event(event: events.OpenAIStreamEvent): + openai_stream_events.append(event) + + @llm.events.subscribe + async def handle_error_event(event: events.LLMErrorEvent): + error_events.append(event) + + # Make API call that should generate streaming events + response = await llm.create_response( + input="Create a small story about the weather in the Netherlands. Make it at least 2 paragraphs long.", + ) + + # Wait for all events to be processed + await llm.events.wait() + + # Verify response was generated + assert response.text, "Response should have text content" + assert len(response.text) > 50, "Response should be substantial" + + # Verify chunk events were emitted + assert len(chunk_events) > 0, ( + "Should have received chunk events during streaming" + ) + + # Verify completion event was emitted + assert len(complete_events) > 0, "Should have received completion event" + assert len(complete_events) == 1, "Should have exactly one completion event" + + # Verify OpenAI stream events were emitted + assert len(openai_stream_events) > 0, ( + "Should have received OpenAI stream events" + ) + + # Verify no error events were emitted + assert len(error_events) == 0, ( + f"Should not have error events, but got: {error_events}" + ) + + # Verify chunk events have proper content and item_id + total_delta_text = "" + chunk_item_ids = set() + for chunk_event in chunk_events: + assert chunk_event.delta is not None, ( + "Chunk events should have delta content" + ) + assert isinstance(chunk_event.delta, str), "Delta should be a string" + assert chunk_event.item_id is not None, ( + "Chunk events should have non-null item_id" + ) + assert chunk_event.item_id != "", ( + "Chunk events should have non-empty item_id" + ) + chunk_item_ids.add(chunk_event.item_id) + total_delta_text += chunk_event.delta + + # Verify completion event has proper content and item_id + complete_event = complete_events[0] + assert complete_event.text == response.text, ( + "Completion event text should match response text" + ) + assert complete_event.original is not None, ( + "Completion event should have original response" + ) + assert complete_event.item_id is not None, ( + "Completion event should have non-null item_id" + ) + assert complete_event.item_id != "", ( + "Completion event should have non-empty item_id" + ) + + # Verify that completion event item_id matches chunk event item_ids + assert complete_event.item_id in chunk_item_ids, ( + f"Completion event item_id '{complete_event.item_id}' should match one of the chunk event item_ids: {chunk_item_ids}" + ) + + # Verify that chunk deltas reconstruct the final text (approximately) + # Note: There might be slight differences due to formatting, so we check for substantial overlap + assert len(total_delta_text) > 0, "Should have accumulated delta text" + assert len(total_delta_text) >= len(response.text) * 0.8, ( + "Delta text should be substantial portion of final text" + ) + + # Verify event ordering: chunks should come before completion + # This is implicit since we're using async/await, but we can verify the structure + assert len(chunk_events) >= 1, ( + "Should have at least one chunk before completion" + ) + + # Verify OpenAI stream events contain expected event types + stream_event_types = [event.event_type for event in openai_stream_events] + assert "response.output_text.delta" in stream_event_types, ( + "Should have delta events" + ) + assert "response.completed" in stream_event_types, ( + "Should have completion event" + ) From ba166ce2fb7b7830b920fb23657670ce9a294b4f Mon Sep 17 00:00:00 2001 From: Tommaso Barbugli Date: Mon, 13 Oct 2025 11:46:07 +0200 Subject: [PATCH 03/25] more tests for openai and gemini llm --- .../vision_agents/core/agents/agents.py | 2 +- plugins/gemini/tests/test_gemini_llm.py | 132 +++++++++++++++++- .../plugins/gemini/gemini_llm.py | 32 ++--- plugins/openai/tests/test_openai_llm.py | 13 ++ 4 files changed, 161 insertions(+), 18 deletions(-) diff --git a/agents-core/vision_agents/core/agents/agents.py b/agents-core/vision_agents/core/agents/agents.py index 592f7e41..c60b8970 100644 --- a/agents-core/vision_agents/core/agents/agents.py +++ b/agents-core/vision_agents/core/agents/agents.py @@ -231,7 +231,7 @@ async def on_llm_response_sync_conversation(event: LLMResponseCompletedEvent): async def _handle_output_text_delta(event: LLMResponseChunkEvent): """Handle partial LLM response text deltas.""" - self.logger.info(f"🀖 [LLM delta response]: {event.delta} {event.item_id}") + self.logger.info(f"🀖 [LLM delta response]: {event.delta} {event.item_id} {event.content_index}") if self.conversation is None: return diff --git a/plugins/gemini/tests/test_gemini_llm.py b/plugins/gemini/tests/test_gemini_llm.py index 093c3969..a83540b5 100644 --- a/plugins/gemini/tests/test_gemini_llm.py +++ b/plugins/gemini/tests/test_gemini_llm.py @@ -5,7 +5,11 @@ from vision_agents.core.agents.conversation import InMemoryConversation, Message from vision_agents.plugins.gemini.gemini_llm import GeminiLLM -from vision_agents.core.llm.events import LLMResponseChunkEvent +from vision_agents.core.llm.events import ( + LLMResponseChunkEvent, + LLMResponseCompletedEvent, +) +from vision_agents.plugins.gemini import events load_dotenv() @@ -74,3 +78,129 @@ async def test_native_memory(self, llm: GeminiLLM): message="How many paws are there in the room?" ) assert "8" in response.text or "eight" in response.text + + @pytest.mark.integration + async def test_events(self, llm: GeminiLLM): + """Test that LLM events are properly emitted during streaming responses.""" + # Track events and their content + chunk_events = [] + complete_events = [] + gemini_response_events = [] + error_events = [] + + # Register event handlers BEFORE making the API call + @llm.events.subscribe + async def handle_chunk_event(event: LLMResponseChunkEvent): + chunk_events.append(event) + + @llm.events.subscribe + async def handle_complete_event(event: LLMResponseCompletedEvent): + complete_events.append(event) + + @llm.events.subscribe + async def handle_gemini_response_event(event: events.GeminiResponseEvent): + gemini_response_events.append(event) + + @llm.events.subscribe + async def handle_error_event(event: events.GeminiErrorEvent): + error_events.append(event) + + # Make API call that should generate streaming events + response = await llm.send_message( + message="Create a small story about the weather in the Netherlands. Make it at least 2 paragraphs long." + ) + + # Wait for all events to be processed + await llm.events.wait() + + # Verify response was generated + assert response.text, "Response should have text content" + assert len(response.text) > 50, "Response should be substantial" + + # Verify chunk events were emitted + assert len(chunk_events) > 0, ( + "Should have received chunk events during streaming" + ) + + # Verify completion event was emitted + assert len(complete_events) > 0, "Should have received completion event" + assert len(complete_events) == 1, "Should have exactly one completion event" + + # Verify Gemini response events were emitted + assert len(gemini_response_events) > 0, ( + "Should have received Gemini response events" + ) + + # Verify no error events were emitted + assert len(error_events) == 0, ( + f"Should not have error events, but got: {error_events}" + ) + + # Verify chunk events have proper content and item_id + total_delta_text = "" + chunk_item_ids = set() + content_indices = [] + for chunk_event in chunk_events: + assert chunk_event.delta is not None, ( + "Chunk events should have delta content" + ) + assert isinstance(chunk_event.delta, str), "Delta should be a string" + assert chunk_event.item_id is not None, ( + "Chunk events should have non-null item_id" + ) + assert chunk_event.item_id != "", ( + "Chunk events should have non-empty item_id" + ) + chunk_item_ids.add(chunk_event.item_id) + total_delta_text += chunk_event.delta + + # Validate content_index: should be sequential (0, 1, 2, ...) or None + if chunk_event.content_index is not None: + content_indices.append(chunk_event.content_index) + + # Verify content_index sequencing if any are provided + if content_indices: + # Should be sequential starting from 0 + expected_indices = list(range(len(content_indices))) + assert content_indices == expected_indices, ( + f"content_index should be sequential (0, 1, 2, ...), but got: {content_indices}" + ) + + # Verify completion event has proper content and item_id + complete_event = complete_events[0] + assert complete_event.text == response.text, ( + "Completion event text should match response text" + ) + assert complete_event.original is not None, ( + "Completion event should have original response" + ) + assert complete_event.item_id is not None, ( + "Completion event should have non-null item_id" + ) + assert complete_event.item_id != "", ( + "Completion event should have non-empty item_id" + ) + + # Verify that completion event item_id matches chunk event item_ids + assert complete_event.item_id in chunk_item_ids, ( + f"Completion event item_id '{complete_event.item_id}' should match one of the chunk event item_ids: {chunk_item_ids}" + ) + + # Verify that chunk deltas reconstruct the final text (approximately) + # Note: There might be slight differences due to formatting, so we check for substantial overlap + assert len(total_delta_text) > 0, "Should have accumulated delta text" + assert len(total_delta_text) >= len(response.text) * 0.8, ( + "Delta text should be substantial portion of final text" + ) + + # Verify event ordering: chunks should come before completion + # This is implicit since we're using async/await, but we can verify the structure + assert len(chunk_events) >= 1, ( + "Should have at least one chunk before completion" + ) + + # Verify Gemini response events contain expected content + for gemini_event in gemini_response_events: + assert gemini_event.response_chunk is not None, ( + "Gemini response events should have response_chunk" + ) diff --git a/plugins/gemini/vision_agents/plugins/gemini/gemini_llm.py b/plugins/gemini/vision_agents/plugins/gemini/gemini_llm.py index 2994e3ae..8236334d 100644 --- a/plugins/gemini/vision_agents/plugins/gemini/gemini_llm.py +++ b/plugins/gemini/vision_agents/plugins/gemini/gemini_llm.py @@ -1,3 +1,4 @@ +import uuid from typing import Optional, List, TYPE_CHECKING, Any, Dict from google import genai @@ -100,19 +101,20 @@ async def send_message(self, *args, **kwargs): text_parts : List[str] = [] final_chunk = None pending_calls: List[NormalizedToolCallItem] = [] - - for chunk in iterator: + + # Gemini API does not have an item_id, we create it here and add it to all events + item_id = str(uuid.uuid4()) + + for idx, chunk in enumerate(iterator): response_chunk: GenerateContentResponse = chunk final_chunk = response_chunk - llm_response_optional = self._standardize_and_emit_event(response_chunk, text_parts) + llm_response_optional = self._standardize_and_emit_event(response_chunk, text_parts, item_id, idx) # collect function calls as they stream try: chunk_calls = self._extract_tool_calls_from_stream_chunk(chunk) pending_calls.extend(chunk_calls) except Exception: pass # Ignore errors in chunk processing - if llm_response_optional is not None: - llm_response = llm_response_optional # Check if there were function calls in the response if pending_calls: @@ -147,12 +149,11 @@ async def send_message(self, *args, **kwargs): follow_up_last = None next_calls = [] - for chk in follow_up_iter: + for idx, chk in enumerate(follow_up_iter): follow_up_last = chk - llm_response_optional = self._standardize_and_emit_event(chk, follow_up_text_parts) - if llm_response_optional is not None: - llm_response = llm_response_optional - + # TODO: unclear if this is correct (item_id and idx) + self._standardize_and_emit_event(chk, follow_up_text_parts, item_id, idx) + # Check for new function calls try: chunk_calls = self._extract_tool_calls_from_stream_chunk(chk) @@ -172,7 +173,8 @@ async def send_message(self, *args, **kwargs): self.events.send(LLMResponseCompletedEvent( plugin_name="gemini", original=llm_response.original, - text=llm_response.text + text=llm_response.text, + item_id=item_id, )) # Return the LLM response @@ -198,7 +200,7 @@ def _normalize_message(gemini_input) -> List["Message"]: return messages - def _standardize_and_emit_event(self, chunk: GenerateContentResponse, text_parts: List[str]) -> Optional[LLMResponseEvent[Any]]: + def _standardize_and_emit_event(self, chunk: GenerateContentResponse, text_parts: List[str], item_id: str, idx: int) -> Optional[LLMResponseEvent[Any]]: """ Forwards the events and also send out a standardized version (the agent class hooks into that) """ @@ -212,10 +214,8 @@ def _standardize_and_emit_event(self, chunk: GenerateContentResponse, text_parts if hasattr(chunk, 'text') and chunk.text: self.events.send(LLMResponseChunkEvent( plugin_name="gemini", - content_index=0, - item_id="", - output_index=0, - sequence_number=0, + content_index=idx, + item_id=item_id, delta=chunk.text, )) text_parts.append(chunk.text) diff --git a/plugins/openai/tests/test_openai_llm.py b/plugins/openai/tests/test_openai_llm.py index 75f9e93e..40ce91a2 100644 --- a/plugins/openai/tests/test_openai_llm.py +++ b/plugins/openai/tests/test_openai_llm.py @@ -158,6 +158,7 @@ async def handle_error_event(event: events.LLMErrorEvent): # Verify chunk events have proper content and item_id total_delta_text = "" chunk_item_ids = set() + content_indices = [] for chunk_event in chunk_events: assert chunk_event.delta is not None, ( "Chunk events should have delta content" @@ -171,6 +172,18 @@ async def handle_error_event(event: events.LLMErrorEvent): ) chunk_item_ids.add(chunk_event.item_id) total_delta_text += chunk_event.delta + + # Validate content_index: should be sequential (0, 1, 2, ...) or None + if chunk_event.content_index is not None: + content_indices.append(chunk_event.content_index) + + # Verify content_index sequencing if any are provided + if content_indices: + # Should be sequential starting from 0 + expected_indices = list(range(len(content_indices))) + assert content_indices == expected_indices, ( + f"content_index should be sequential (0, 1, 2, ...), but got: {content_indices}" + ) # Verify completion event has proper content and item_id complete_event = complete_events[0] From 9dce998c7589a8d9948859a306cd6a8af126b04c Mon Sep 17 00:00:00 2001 From: Tommaso Barbugli Date: Mon, 13 Oct 2025 11:47:56 +0200 Subject: [PATCH 04/25] more tests for openai and gemini llm --- plugins/gemini/vision_agents/plugins/gemini/gemini_llm.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/plugins/gemini/vision_agents/plugins/gemini/gemini_llm.py b/plugins/gemini/vision_agents/plugins/gemini/gemini_llm.py index 8236334d..553ae147 100644 --- a/plugins/gemini/vision_agents/plugins/gemini/gemini_llm.py +++ b/plugins/gemini/vision_agents/plugins/gemini/gemini_llm.py @@ -108,7 +108,8 @@ async def send_message(self, *args, **kwargs): for idx, chunk in enumerate(iterator): response_chunk: GenerateContentResponse = chunk final_chunk = response_chunk - llm_response_optional = self._standardize_and_emit_event(response_chunk, text_parts, item_id, idx) + self._standardize_and_emit_event(response_chunk, text_parts, item_id, idx) + # collect function calls as they stream try: chunk_calls = self._extract_tool_calls_from_stream_chunk(chunk) 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14:18:37 +0200 Subject: [PATCH 06/25] wip --- .../vision_agents/core/agents/agents.py | 37 +- .../vision_agents/core/agents/conversation.py | 55 +- plugins/cartesia/pyproject.toml | 2 +- .../tests/test_stream_conversation.py | 550 ++++++++++++++++++ .../plugins/getstream/stream_conversation.py | 6 +- 5 files changed, 602 insertions(+), 48 deletions(-) create mode 100644 plugins/getstream/tests/test_stream_conversation.py diff --git a/agents-core/vision_agents/core/agents/agents.py b/agents-core/vision_agents/core/agents/agents.py index c60b8970..ce9cec0c 100644 --- a/agents-core/vision_agents/core/agents/agents.py +++ b/agents-core/vision_agents/core/agents/agents.py @@ -134,7 +134,6 @@ def __init__( # user and agent we keep an handle for both self.conversation: Optional[Conversation] = None self._user_conversation_handle: Optional[StreamHandle] = None - self._agent_conversation_handle: Optional[StreamHandle] = None # Track pending transcripts for turn-based response triggering self._pending_user_transcripts: Dict[str, str] = {} @@ -209,7 +208,11 @@ async def on_llm_response_sync_conversation(event: LLMResponseCompletedEvent): if self.conversation is None: return - if self._agent_conversation_handle is None: + # Check if we have a streaming handler for this message + existing_handler = await self.conversation.get_streaming_message_handler(event.item_id) + + if existing_handler is None: + # No streaming handler exists, so this is a non-streaming model - create a new message message = Message( id=event.item_id, content=event.text, @@ -218,14 +221,14 @@ async def on_llm_response_sync_conversation(event: LLMResponseCompletedEvent): ) await self.conversation.add_message(message) else: + # We have a streaming handler, so deltas were sent - just finalize the message await self.conversation.update_message( - self._agent_conversation_handle.message_id, + existing_handler.message_id, event.text, - self._agent_conversation_handle.user_id, + existing_handler.user_id, True, True, ) - self._agent_conversation_handle = None @self.llm.events.subscribe async def _handle_output_text_delta(event: LLMResponseChunkEvent): @@ -236,14 +239,12 @@ async def _handle_output_text_delta(event: LLMResponseChunkEvent): if self.conversation is None: return - self._agent_conversation_handle = ( - await self.conversation.upsert_streaming_message_handler( - message_id=event.item_id, - user_id=self.agent_user.id, - role="assistant", - content=event.delta, - content_index=event.content_index, - ) + await self.conversation.upsert_streaming_message_handler( + message_id=event.item_id, + user_id=self.agent_user.id, + role="assistant", + content=event.delta, + content_index=event.content_index, ) async def _setup_speech_events(self): @@ -251,7 +252,7 @@ async def _setup_speech_events(self): async def on_stt_transcript_event_sync_conversation(event: STTTranscriptEvent): self.logger.info(f"🎀 [Transcript]: {event.text}") - user_id = event.user_id("user") + user_id = event.user_id() or "user" handler = await self.conversation.get_streaming_message_handler( "stt-" + user_id ) @@ -274,7 +275,7 @@ async def on_stt_transcript_event_create_response(event: STTTranscriptEvent): # when running in realtime mode, there is no need to send the response to the LLM return - user_id = event.user_id("user") + user_id = event.user_id() or "user" # Determine how to handle LLM triggering based on turn detection if self.turn_detection is not None: @@ -405,7 +406,6 @@ async def close(self): """ self._is_running = False self._user_conversation_handle = None - self._agent_conversation_handle = None self.clear_call_logging_context() # Disconnect from MCP servers @@ -775,11 +775,6 @@ async def _process_track(self, track_id: str, track_type: int, participant): ) await asyncio.sleep(backoff_delay) - # Cleanup and logging - self.logger.info( - f"🎥VDP: Video processing loop ended for track {track_id} - timeouts: {timeout_errors}, consecutive_errors: {consecutive_errors}" - ) - async def _on_turn_event(self, event: TurnStartedEvent | TurnEndedEvent) -> None: """Handle turn detection events.""" # In realtime mode, the LLM handles turn detection, interruption, and responses itself diff --git a/agents-core/vision_agents/core/agents/conversation.py b/agents-core/vision_agents/core/agents/conversation.py index ed648e3e..6e3f74cd 100644 --- a/agents-core/vision_agents/core/agents/conversation.py +++ b/agents-core/vision_agents/core/agents/conversation.py @@ -1,3 +1,4 @@ +import asyncio import datetime import logging import uuid @@ -60,6 +61,7 @@ def __init__(self, message_id: str, user_id: str, role: str): self.pending_fragments: Dict[int, str] = {} self.last_content_index = -1 self._content_created = False + self._apply_lock = asyncio.Lock() async def append_content( self, text: str, content_index: Optional[int] = None, finalize: bool = False @@ -122,21 +124,22 @@ async def finalize(self): async def _apply_pending_fragments(self): """Apply pending fragments in sequential order.""" - while True: - next_index = self.last_content_index + 1 - if next_index in self.pending_fragments: - fragment = self.pending_fragments.pop(next_index) - self.content += fragment - self.last_content_index = next_index - - # Call _on_content_created for the first content update - if not self._content_created: - await self._on_content_created() - self._content_created = True + async with self._apply_lock: + while True: + next_index = self.last_content_index + 1 + if next_index in self.pending_fragments: + fragment = self.pending_fragments.pop(next_index) + self.content += fragment + self.last_content_index = next_index + + # Call _on_content_created for the first content update + if not self._content_created: + await self._on_content_created() + self._content_created = True + else: + await self._on_content_changed() else: - await self._on_content_changed() - else: - break + break @abstractmethod async def _on_content_created(self): @@ -167,6 +170,7 @@ def __init__( self.instructions = instructions self.messages = [m for m in messages] self._streaming_handlers: Dict[str, HandlerType] = {} + self._handlers_lock = asyncio.Lock() @abstractmethod async def add_message(self, message: Message, completed: bool = True): @@ -221,7 +225,8 @@ async def get_streaming_message_handler( Returns: The handler if it exists, None otherwise """ - return self._streaming_handlers.get(message_id) + async with self._handlers_lock: + return self._streaming_handlers.get(message_id) async def upsert_streaming_message_handler( self, @@ -243,22 +248,24 @@ async def upsert_streaming_message_handler( Returns: The handler instance """ - handler = self._streaming_handlers.get(message_id) + async with self._handlers_lock: + handler = self._streaming_handlers.get(message_id) - if handler is None: - # Create new handler - handler = self._create_handler(message_id, user_id, role) - self._streaming_handlers[message_id] = handler + if handler is None: + # Create new handler + handler = self._create_handler(message_id, user_id, role) + self._streaming_handlers[message_id] = handler - # Add content if provided + # Add content if provided (outside the lock to avoid blocking other operations) if content: await handler.append_content(content, content_index) return handler - def _remove_handler(self, message_id: str): + async def _remove_handler(self, message_id: str): """Remove a handler from the active handlers dict.""" - self._streaming_handlers.pop(message_id, None) + async with self._handlers_lock: + self._streaming_handlers.pop(message_id, None) # Streaming message convenience methods async def start_streaming_message( @@ -395,7 +402,7 @@ async def _on_content_changed(self): async def _on_finalized(self): """Remove the handler from the conversation when finalized.""" if self.conversation: - self.conversation._remove_handler(self.message_id) + await self.conversation._remove_handler(self.message_id) class InMemoryConversation(Conversation[InMemoryStreamingMessageHandler]): diff --git a/plugins/cartesia/pyproject.toml b/plugins/cartesia/pyproject.toml index 8ab0b340..8dad50d2 100644 --- a/plugins/cartesia/pyproject.toml +++ b/plugins/cartesia/pyproject.toml @@ -12,7 +12,7 @@ requires-python = ">=3.10" license = "MIT" dependencies = [ "vision-agents", - "cartesia>=2.0.5", + "cartesia>=2.0.9", ] [project.urls] diff --git a/plugins/getstream/tests/test_stream_conversation.py b/plugins/getstream/tests/test_stream_conversation.py new file mode 100644 index 00000000..120619ad --- /dev/null +++ b/plugins/getstream/tests/test_stream_conversation.py @@ -0,0 +1,550 @@ +import logging +import pytest +import uuid +import asyncio +import os +from typing import List, Dict +from unittest.mock import Mock, AsyncMock +from dotenv import load_dotenv + +from getstream.models import MessageRequest, ChannelInput +from getstream.chat.async_channel import Channel +from getstream import AsyncStream + +from vision_agents.core.agents.conversation import ( + InMemoryConversation, + Message, + StreamingMessageHandler, +) +from vision_agents.plugins.getstream.stream_conversation import StreamConversation, StreamStreamingMessageHandler + +logger = logging.getLogger(__name__) + +load_dotenv() + +class TestStreamConversation: + """Test suite for StreamConversation class.""" + + @pytest.fixture + def mock_channel(self): + """Create a mock Channel.""" + channel = Mock() + channel.channel_type = "messaging" + channel.channel_id = "test-channel-123" + + # Mock the client + channel.client = Mock() + + # Create async mocks for client methods + channel.client.update_message_partial = AsyncMock(return_value=Mock()) + channel.client.ephemeral_message_update = AsyncMock(return_value=Mock()) + + # Mock send_message response + mock_response = Mock() + mock_response.data.message.id = "stream-message-123" + + # Create async mock for send_message + channel.send_message = AsyncMock(return_value=mock_response) + + return channel + + @pytest.fixture + def stream_conversation(self, mock_channel): + """Create a StreamConversation instance with mocked dependencies.""" + instructions = "You are a helpful assistant." + messages = [ + Message( + original=None, + content="Hello", + role="user", + user_id="user1", + ) + ] + # Set IDs for messages + for i, msg in enumerate(messages): + msg.id = f"msg-{i}" + + conversation = StreamConversation( + instructions=instructions, + messages=messages, + channel=mock_channel + ) + + # Pre-populate some stream IDs for testing + conversation.internal_ids_to_stream_ids = { + "msg-0": "stream-msg-0" + } + + return conversation + + @pytest.mark.asyncio + async def test_initialization(self, stream_conversation, mock_channel): + """Test StreamConversation initialization.""" + assert stream_conversation.channel == mock_channel + assert isinstance(stream_conversation.internal_ids_to_stream_ids, dict) + assert len(stream_conversation.messages) == 1 + + @pytest.mark.asyncio + async def test_add_message(self, stream_conversation, mock_channel): + """Test adding a message to the stream with default completed=True.""" + new_message = Message( + original=None, + content="Test message", + role="user", + user_id="user123" + ) + new_message.id = "new-msg-id" + + await stream_conversation.add_message(new_message) + + # Verify message was added locally immediately + assert len(stream_conversation.messages) == 2 + assert stream_conversation.messages[-1] == new_message + + # Verify Stream API was called + mock_channel.send_message.assert_called_once() + call_args = mock_channel.send_message.call_args + + request = call_args[0][0] + assert isinstance(request, MessageRequest) + assert request.text == "Test message" + assert request.user_id == "user123" + + # Verify ID mapping was stored + assert "new-msg-id" in stream_conversation.internal_ids_to_stream_ids + assert stream_conversation.internal_ids_to_stream_ids["new-msg-id"] == "stream-message-123" + + # Verify update_message_partial was called (completed=True is default) + mock_channel.client.update_message_partial.assert_called_once() + update_args = mock_channel.client.update_message_partial.call_args + assert update_args[0][0] == "stream-message-123" + assert update_args[1]["user_id"] == "user123" + assert update_args[1]["set"]["text"] == "Test message" + assert update_args[1]["set"]["generating"] is False # completed=True means not generating + + @pytest.mark.asyncio + async def test_add_message_with_completed_false(self, stream_conversation, mock_channel): + """Test adding a message with completed=False (still generating).""" + # Reset mocks + mock_channel.send_message.reset_mock() + mock_channel.client.ephemeral_message_update.reset_mock() + mock_channel.client.update_message_partial.reset_mock() + + new_message = Message( + original=None, + content="Generating message", + role="assistant", + user_id="assistant" + ) + new_message.id = "gen-msg-id" + + await stream_conversation.add_message(new_message, completed=False) + + # Verify message was added locally + assert len(stream_conversation.messages) == 2 + assert stream_conversation.messages[-1] == new_message + + # Verify Stream API was called + mock_channel.send_message.assert_called_once() + + # Verify ephemeral_message_update was called (completed=False) + mock_channel.client.ephemeral_message_update.assert_called_once() + mock_channel.client.update_message_partial.assert_not_called() + + update_args = mock_channel.client.ephemeral_message_update.call_args + assert update_args[0][0] == "stream-message-123" + assert update_args[1]["user_id"] == "assistant" + assert update_args[1]["set"]["text"] == "Generating message" + assert update_args[1]["set"]["generating"] is True # completed=False means still generating + + @pytest.mark.asyncio + async def test_update_message_existing(self, stream_conversation, mock_channel): + """Test updating an existing message by appending content.""" + # Update existing message by appending (replace_content=False, completed=False) + await stream_conversation.update_message( + message_id="msg-0", + input_text=" additional text", + user_id="user1", + replace_content=False, + completed=False + ) + + # Verify message content was appended immediately + assert stream_conversation.messages[0].content == "Hello additional text" + + # Verify Stream API was called with ephemeral_message_update (not completed) + mock_channel.client.ephemeral_message_update.assert_called_once() + call_args = mock_channel.client.ephemeral_message_update.call_args + assert call_args[0][0] == "stream-msg-0" # stream message ID + assert call_args[1]["user_id"] == "user1" + assert call_args[1]["set"]["text"] == "Hello additional text" + assert call_args[1]["set"]["generating"] is True # not completed = still generating + + @pytest.mark.asyncio + async def test_update_message_replace(self, stream_conversation, mock_channel): + """Test replacing message content (replace_content=True).""" + # Mock update_message_partial for completed messages + mock_channel.client.update_message_partial = AsyncMock(return_value=Mock()) + + await stream_conversation.update_message( + message_id="msg-0", + input_text="Replaced content", + user_id="user1", + replace_content=True, + completed=True + ) + + # Verify message content was replaced + assert stream_conversation.messages[0].content == "Replaced content" + + # Verify Stream API was called with update_message_partial (completed) + mock_channel.client.update_message_partial.assert_called_once() + call_args = mock_channel.client.update_message_partial.call_args + assert call_args[0][0] == "stream-msg-0" # stream message ID + assert call_args[1]["user_id"] == "user1" + assert call_args[1]["set"]["text"] == "Replaced content" + assert call_args[1]["set"]["generating"] is False # completed = not generating + + @pytest.mark.asyncio + async def test_update_message_not_found(self, stream_conversation, mock_channel): + """Test updating a non-existent message creates a new one.""" + # Reset the send_message mock for this test + mock_channel.send_message.reset_mock() + + await stream_conversation.update_message( + message_id="non-existent-id", + input_text="New message content", + user_id="user2", + replace_content=True, + completed=False + ) + + # Should have added a new message + assert len(stream_conversation.messages) == 2 + + # Verify the new message was created correctly + new_msg = stream_conversation.messages[-1] + assert new_msg.id == "non-existent-id" + assert new_msg.content == "New message content" + assert new_msg.user_id == "user2" + + # Verify send_message was called (not update) + mock_channel.send_message.assert_called_once() + + @pytest.mark.asyncio + async def test_update_message_completed_vs_generating(self, stream_conversation, mock_channel): + """Test that completed=True calls update_message_partial and completed=False calls ephemeral_message_update.""" + # Mock update_message_partial for completed messages + mock_channel.client.update_message_partial = AsyncMock(return_value=Mock()) + + # Test with completed=False (still generating) + await stream_conversation.update_message( + message_id="msg-0", + input_text=" in progress", + user_id="user1", + replace_content=False, + completed=False + ) + + # Should call ephemeral_message_update + mock_channel.client.ephemeral_message_update.assert_called() + mock_channel.client.update_message_partial.assert_not_called() + + # Reset mocks + mock_channel.client.ephemeral_message_update.reset_mock() + + # Test with completed=True + await stream_conversation.update_message( + message_id="msg-0", + input_text="Final content", + user_id="user1", + replace_content=True, + completed=True + ) + + # Should call update_message_partial + mock_channel.client.update_message_partial.assert_called_once() + mock_channel.client.ephemeral_message_update.assert_not_called() + + @pytest.mark.asyncio + async def test_update_message_no_stream_id(self, stream_conversation, mock_channel): + """Test updating a message without a stream ID mapping.""" + # Add a message without stream ID mapping + new_msg = Message( + original=None, + content="Test", + role="user", + user_id="user3" + ) + new_msg.id = "unmapped-msg" + stream_conversation.messages.append(new_msg) + + # Try to update it by appending + await stream_conversation.update_message( + message_id="unmapped-msg", + input_text=" updated", + user_id="user3", + replace_content=False, + completed=False + ) + + # Message should still be updated locally (with space handling) + assert stream_conversation.messages[-1].content == "Test updated" + + # Since there's no stream_id mapping, the API call should be skipped + # This is the expected behavior - we don't sync messages without stream IDs + mock_channel.client.ephemeral_message_update.assert_not_called() + + @pytest.mark.asyncio + async def test_streaming_message_handle(self, stream_conversation, mock_channel): + """Test streaming message with handle API.""" + # Reset mocks + mock_channel.send_message.reset_mock() + mock_channel.client.ephemeral_message_update.reset_mock() + mock_channel.client.update_message_partial.reset_mock() + + # Start a streaming message + handle = await stream_conversation.start_streaming_message(role="assistant", initial_content="Processing") + + # Verify message was added and marked as generating + assert len(stream_conversation.messages) == 2 + assert stream_conversation.messages[-1].content == "Processing" + assert stream_conversation.messages[-1].role == "assistant" + assert handle.user_id == "assistant" + + # Verify send_message was called + mock_channel.send_message.assert_called_once() + # Verify ephemeral_message_update was called (completed=False by default) + mock_channel.client.ephemeral_message_update.assert_called_once() + + # Reset for next operations + mock_channel.client.ephemeral_message_update.reset_mock() + + # Append to the message + await stream_conversation.append_to_message(handle, "...") + assert stream_conversation.messages[-1].content == "Processing..." + + mock_channel.client.ephemeral_message_update.assert_called_once() + + # Replace the message + await stream_conversation.replace_message(handle, "Complete response") + assert stream_conversation.messages[-1].content == "Complete response" + + assert mock_channel.client.ephemeral_message_update.call_count == 2 + + # Complete the message + mock_channel.client.update_message_partial.reset_mock() + await stream_conversation.complete_message(handle) + + mock_channel.client.update_message_partial.assert_called_once() + + @pytest.mark.asyncio + async def test_multiple_streaming_handles(self, stream_conversation, mock_channel): + """Test multiple concurrent streaming messages with Stream API.""" + # Reset mocks + mock_channel.send_message.reset_mock() + mock_channel.client.ephemeral_message_update.reset_mock() + + # Mock different message IDs for each send + mock_response1 = Mock() + mock_response1.data.message.id = "stream-msg-1" + mock_response2 = Mock() + mock_response2.data.message.id = "stream-msg-2" + mock_channel.send_message.side_effect = [mock_response1, mock_response2] + + # Start two streaming messages with empty initial content + handle1 = await stream_conversation.start_streaming_message(role="user", user_id="user123", initial_content="") + handle2 = await stream_conversation.start_streaming_message(role="assistant", initial_content="") + + assert len(stream_conversation.messages) == 3 # 1 initial + 2 new + + # Update them independently + await stream_conversation.append_to_message(handle1, "Hello?") + await stream_conversation.append_to_message(handle2, "Hi there!") + + # Find messages by their handles to verify correct updates + msg1 = next(msg for msg in stream_conversation.messages if msg.id == handle1.message_id) + msg2 = next(msg for msg in stream_conversation.messages if msg.id == handle2.message_id) + + assert msg1.content == "Hello?" + assert msg2.content == "Hi there!" + + # Verify ephemeral updates were called for both + assert mock_channel.client.ephemeral_message_update.call_count >= 4 # 2 initial + 2 appends + + # Complete both + await stream_conversation.complete_message(handle1) + await stream_conversation.complete_message(handle2) + + # Verify update_message_partial was called for both completions + assert mock_channel.client.update_message_partial.call_count == 2 + + +@pytest.mark.integration +@pytest.mark.asyncio +async def test_streaming_message_handling_integration(): + """Test that streaming messages are handled correctly with multiple deltas and one completion event. + + This test simulates the exact scenario from the logs: + - Multiple LLM delta responses with the same item_id + - One LLM completion response with the same item_id + - Should result in only one message being created and progressively updated + """ + + # Create a test channel + channel_id = f"test-channel-{uuid.uuid4()}" + chat_client = AsyncStream().chat + channel = chat_client.channel("messaging", channel_id) + + # Create the channel in Stream + await channel.get_or_create( + data=ChannelInput(created_by_id="test-user"), + ) + + # Create a conversation + conversation = StreamConversation( + instructions="Test conversation", + messages=[], + channel=channel + ) + + # Test data - simulate the exact scenario from logs + item_id = str(uuid.uuid4()) + user_id = "test-agent" + role = "assistant" + + # Simulate multiple delta events (like in the logs) - using real data from your logs + delta_contents = [ + "Okay", + ", buckle up", + "! This is a long one, a tale of weather and how it shaped a", + " small town, its inhabitants, and a particular obsession.\n\n# The Ballad of Bumble", + "brook and the Bewildering Breeze\n\nBumblebrook was a town nestled deep in the Verdant Valley, a place known for its predictability. Seasons arrived on", + " cue, the sun shone reliably, and rain fell with the gentle insistence of a grandfather telling a familiar story. The townsfolk, in turn, were creatures of habit", + ". They planted crops according to the Almanac, held festivals on designated dates, and even timed their naps by the position of the sun.\n\n![A picture of a quaint, idyllic town nestled in a valley. Colorful houses line a winding river, and rolling", + " green hills surround it. A few fluffy clouds dot the sky.](image_of_bumblebrook.jpg)\n\nFor generations, weather forecasting in Bumblebrook had been the domain of Old Man Hemlock. He resided on the", + " highest hill, surrounded by wind chimes and weather vanes, and possessed an uncanny ability to predict the weather simply by sniffing the air and observing the behavior of squirrels. His pronouncements, delivered with the gravitas of a prophet, were law. If Hemlock predicted rain, umbrellas were deployed; if he prophesized sunshine", + ", picnics were planned.\n\nThen came the year the wind turned
 bewildering.\n\nIt started subtly. A gentle breeze that shifted directions every few minutes. Hemlock, initially unconcerned, attributed it to a \"passing fancy of the atmosphere.\" But the \"passing fancy\" persisted. The wind became erratic, swirling", + ", sometimes even reversing its direction mid-gust. The wind chimes became cacophonous instruments of chaos.\n\n![Image of chaotic wind chimes tangled and twisted, swaying wildly against a stormy sky.](chaotic_wind_chimes.jpg)\n\nThe consequences were immediate and comical, then increasingly concerning", + ". Weather vanes spun like dizzy tops. Clotheslines turned into tangled webs of laundry. Kites refused to fly, instead plummeting into surprised pedestrians. And, most disturbingly, Hemlock's predictions became
 well, spectacularly wrong.\n\nHe predicted sunshine on days that brought torrential downpours. He swore", + " on a dry harvest when hailstorms ravaged the crops. The townspeople, once trusting, began to regard him with suspicion, then outright derision. His credibility plummeted faster than a kite in a hurricane.\n\n\"He's lost it!\" cried Mrs. Higgins, whose prized petunias had been flattened by a rogue gust", + ". \"The old coot's gone senile!\"\n\nDesperate to restore his reputation, Hemlock retreated to his hilltop observatory. He consulted ancient texts, built bizarre contraptions of copper wire and glass bottles, and even attempted to communicate with the squirrels, who, unsurprisingly, remained uncooperative.\n\nWhile", + " Hemlock wrestled with the baffling breeze, the town descended into weather-related anarchy. Farmers planted at the wrong time, leading to stunted crops. The annual Summer Festival was rained out, causing widespread disappointment. The entire rhythm of Bumblebrook, once so predictable, was thrown into disarray.\n\nAmidst this meteorological", + " mayhem, a young girl named Elara emerged. Elara was a curious and inventive child, obsessed with tinkering. She had a workshop in her attic filled with spare parts, discarded gadgets, and half-finished projects. While everyone else lamented the unreliable weather, Elara saw it as a fascinating puzzle.\n\n![", + "Image of a young girl, Elara, in her attic workshop, surrounded by tools, wires, and partially built contraptions. She's looking intently at a complex device.](elara_workshop.jpg)\n\nShe began to meticulously record the wind's behavior. She built small, intricate weather stations using", + " repurposed clockwork mechanisms and scraps of metal. She charted the wind's speed, direction, and even its \"personality,\" as she called it, assigning names like \"Wimpy Wendy\" to gentle breezes and \"Raging Rupert\" to fierce gusts.\n\nElara's parents, initially dismissive of her \"", + "frivolous hobby,\" grew concerned as her obsession intensified. They tried to encourage her to play with other children, to engage in more \"normal\" activities. But Elara remained steadfast in her pursuit. She believed that the bewildering breeze was not random; it followed a pattern, however complex.\n\nOne evening", + ", after weeks of relentless observation, Elara had a breakthrough. She noticed a faint, almost imperceptible humming sound that accompanied the most erratic gusts. It was a low-frequency vibration, barely audible, but definitely present.\n\nFurther investigation revealed the source of the hum: a large, oddly shaped rock formation on", + " the far side of Verdant Valley. The rock, composed of a rare mineral, resonated with certain atmospheric conditions, creating subtle shifts in the wind patterns. The baffling breeze, she realized, was not a random phenomenon, but an echo of the rock's strange energy.\n\nElara, brimming with excitement, raced", + " to Old Man Hemlock's hilltop observatory. She presented her findings, along with her meticulously compiled data and her theory about the resonating rock. Hemlock, initially skeptical, listened intently as Elara explained her discovery. He examined her charts, listened to her reasoning, and, for the first time in months, a", + " flicker of hope appeared in his eyes.\n\nTogether, Elara and Hemlock devised a plan. They couldn't move the rock – it was too large and deeply embedded. Instead, they designed a series of smaller resonators that could counteract the rock's effect. These resonators, placed strategically around Bumblebrook, would create", + " a kind of \"weather shield,\" stabilizing the wind and restoring the town's predictable climate.\n\n![Image of Elara and Old Man Hemlock working together on a large, complex device that resembles a weather resonator. They are surrounded by blueprints and tools.](elara_hemlock_working.jpg)\n\n", + "The townsfolk, initially wary, watched with curiosity as Elara and Hemlock installed the resonators. Some scoffed, some whispered, but most simply hoped. When the last resonator was in place, a hush fell over Bumblebrook.\n\nAnd then
 the wind stilled.\n\nNot completely, of course. There was still", + " a gentle breeze, but it was no longer erratic, no longer bewildering. It blew from a consistent direction, carrying the scent of wildflowers and the promise of a predictable future.\n\nThe sun shone. The rain fell gently. The crops flourished. The Summer Festival was held on its designated date, and it was the", + " most joyous celebration Bumblebrook had seen in years.\n\nOld Man Hemlock's reputation was restored, and he acknowledged Elara as his equal in the art of weather forecasting. But Elara's contribution was more than just restoring order; she taught the town a valuable lesson. She showed them that even in the face of", + " the most bewildering changes, observation, ingenuity, and a willingness to challenge assumptions could lead to understanding and ultimately, to a better future.\n\nAnd so, Bumblebrook returned to its predictable ways, but with a newfound appreciation for the unpredictable nature of life, and the remarkable power of a girl who dared to chase the bewildering breeze", + ". Elara went on to become a renowned meteorologist, always remembering the day she saved her town, one baffling gust at a time. And Old Man Hemlock? He finally learned to use a computer. The end." + ] + + # Process delta events concurrently to simulate real scenario + async def process_delta(i, delta_content): + return await conversation.upsert_streaming_message_handler( + message_id=item_id, + user_id=user_id, + role=role, + content=delta_content, + content_index=i + ) + + # Fire all delta events concurrently (like in real scenario) + tasks = [process_delta(i, content) for i, content in enumerate(delta_contents)] + handlers = await asyncio.gather(*tasks) + + # Verify all handlers are the same instance (should be reused) + for i, handler in enumerate(handlers): + assert handler is handlers[0], f"Handler {i} should be the same instance as the first one" + + # Verify content is accumulating (should be the full content after all deltas) + expected_content = "".join(delta_contents) + assert handlers[0].content == expected_content, f"Content mismatch: expected '{expected_content[:100]}...', got '{handlers[0].content[:100]}...'" + + # Simulate completion event (using the real final content from your logs) + final_content = "".join(delta_contents) # The completion event contains the full content + + # Check if handler exists (simulating the completion event logic) + existing_handler = await conversation.get_streaming_message_handler(item_id) + assert existing_handler is not None, "Handler should exist after delta events" + + # Update the message with final content (simulating completion event) + # This may fail for large messages due to Stream's 1000 character limit + try: + await conversation.update_message( + existing_handler.message_id, + final_content, + existing_handler.user_id, + True, + True, + ) + + # Verify the handler was properly finalized (only if update succeeded) + assert existing_handler.is_finalized, "Handler should be finalized after completion event" + assert existing_handler.content == final_content, f"Final content mismatch: expected '{final_content}', got '{existing_handler.content}'" + + from getstream.models import MessagePaginationParams + channel_state = await channel.get_or_create(state=True, messages=MessagePaginationParams(limit=10)) + assert len(channel_state.data.messages) == 1, f"Channel state should have 1 message" + + except Exception as e: + # For large messages, this is expected to fail due to Stream's 1000 character limit + if "larger than 1000 characters" in str(e): + # This is the expected behavior for large messages + # The content should still be accumulated in memory + assert existing_handler.content == final_content, f"Content should be accumulated in memory: expected '{final_content}', got '{existing_handler.content}'" + # The handler should not be finalized since the Stream update failed + assert not existing_handler.is_finalized, "Handler should not be finalized if Stream update failed" + else: + # Re-raise unexpected exceptions + raise + + +@pytest.mark.integration +@pytest.mark.asyncio +async def test_large_message_handling_fails(): + """Test that large messages (>1000 chars) fail as expected. + + This test should FAIL because the feature is currently broken. + We want this test to fail to track the issue. + """ + + # Create a test channel + channel_id = f"test-channel-{uuid.uuid4()}" + chat_client = AsyncStream().chat + channel = chat_client.channel("messaging", channel_id) + + # Create the channel in Stream + await channel.get_or_create( + data=ChannelInput(created_by_id="test-user"), + ) + + # Create a conversation + conversation = StreamConversation( + instructions="Test conversation", + messages=[], + channel=channel + ) + + # Create a very large message (>1000 characters) + large_content = "A" * 2000 # 2000 characters, well over the 1000 limit + + # This should work (create the message) + message = Message( + original=None, + content=large_content, + role="assistant", + user_id="test-agent" + ) + message.id = str(uuid.uuid4()) + + # This should fail because the message is too large for Stream's limits + with pytest.raises(Exception): + await conversation.add_message(message) diff --git a/plugins/getstream/vision_agents/plugins/getstream/stream_conversation.py b/plugins/getstream/vision_agents/plugins/getstream/stream_conversation.py index 2901eb0c..d101c8c4 100644 --- a/plugins/getstream/vision_agents/plugins/getstream/stream_conversation.py +++ b/plugins/getstream/vision_agents/plugins/getstream/stream_conversation.py @@ -73,7 +73,7 @@ async def _on_content_changed(self): logger.error( f"Failed to update Stream message {self.stream_message_id}: {e}" ) - raise + # Don't re-raise - let content accumulate in memory and update when finalized # Also update the message in the conversation's messages list if self.conversation: @@ -100,7 +100,7 @@ async def _on_finalized(self): # Remove the handler from the conversation when finalized if self.conversation: - self.conversation._remove_handler(self.message_id) + await self.conversation._remove_handler(self.message_id) class StreamConversation(InMemoryConversation): @@ -215,3 +215,5 @@ async def update_message( user_id=message.user_id, set={"text": message.content, "generating": True}, ) + + return None From 0c3622bb072efd8d7dffd31fa198e9de84966a21 Mon Sep 17 00:00:00 2001 From: Tommaso Barbugli Date: Tue, 14 Oct 2025 14:18:51 +0200 Subject: [PATCH 07/25] ruff --- plugins/getstream/tests/test_stream_conversation.py | 9 ++------- 1 file changed, 2 insertions(+), 7 deletions(-) diff --git a/plugins/getstream/tests/test_stream_conversation.py b/plugins/getstream/tests/test_stream_conversation.py index 120619ad..b03f5654 100644 --- a/plugins/getstream/tests/test_stream_conversation.py +++ b/plugins/getstream/tests/test_stream_conversation.py @@ -2,21 +2,16 @@ import pytest import uuid import asyncio -import os -from typing import List, Dict from unittest.mock import Mock, AsyncMock from dotenv import load_dotenv from getstream.models import MessageRequest, ChannelInput -from getstream.chat.async_channel import Channel from getstream import AsyncStream from vision_agents.core.agents.conversation import ( - InMemoryConversation, Message, - StreamingMessageHandler, ) -from vision_agents.plugins.getstream.stream_conversation import StreamConversation, StreamStreamingMessageHandler +from vision_agents.plugins.getstream.stream_conversation import StreamConversation logger = logging.getLogger(__name__) @@ -492,7 +487,7 @@ async def process_delta(i, delta_content): from getstream.models import MessagePaginationParams channel_state = await channel.get_or_create(state=True, messages=MessagePaginationParams(limit=10)) - assert len(channel_state.data.messages) == 1, f"Channel state should have 1 message" + assert len(channel_state.data.messages) == 1, "Channel state should have 1 message" except Exception as e: # For large messages, this is expected to fail due to Stream's 1000 character limit From dca7239b5f3750599e0c54b480562c43d336cc59 Mon Sep 17 00:00:00 2001 From: Tommaso Barbugli Date: Tue, 14 Oct 2025 15:07:32 +0200 Subject: [PATCH 08/25] wip --- agents-core/pyproject.toml | 2 +- .../vision_agents/core/agents/agents.py | 8 +- .../vision_agents/core/agents/conversation.py | 29 ++- .../tests/test_stream_conversation.py | 210 +++++------------- .../plugins/getstream/stream_conversation.py | 5 + uv.lock | 61 ++++- 6 files changed, 144 insertions(+), 171 deletions(-) diff --git a/agents-core/pyproject.toml b/agents-core/pyproject.toml index 394b4806..b817ceb2 100644 --- a/agents-core/pyproject.toml +++ b/agents-core/pyproject.toml @@ -21,7 +21,7 @@ classifiers = [ requires-python = ">=3.10" dependencies = [ - "getstream[webrtc,telemetry]>=2.5.4", + "getstream[webrtc,telemetry]>=2.5.5", "python-dotenv>=1.1.1", "pillow>=11.3.0", "numpy>=1.24.0", diff --git a/agents-core/vision_agents/core/agents/agents.py b/agents-core/vision_agents/core/agents/agents.py index ce9cec0c..918d3194 100644 --- a/agents-core/vision_agents/core/agents/agents.py +++ b/agents-core/vision_agents/core/agents/agents.py @@ -222,13 +222,7 @@ async def on_llm_response_sync_conversation(event: LLMResponseCompletedEvent): await self.conversation.add_message(message) else: # We have a streaming handler, so deltas were sent - just finalize the message - await self.conversation.update_message( - existing_handler.message_id, - event.text, - existing_handler.user_id, - True, - True, - ) + await existing_handler.update_message(event.text, replace_content=True) @self.llm.events.subscribe async def _handle_output_text_delta(event: LLMResponseChunkEvent): diff --git a/agents-core/vision_agents/core/agents/conversation.py b/agents-core/vision_agents/core/agents/conversation.py index 6e3f74cd..5c6ea4ae 100644 --- a/agents-core/vision_agents/core/agents/conversation.py +++ b/agents-core/vision_agents/core/agents/conversation.py @@ -122,24 +122,39 @@ async def finalize(self): self.is_finalized = True await self._on_finalized() + async def update_message(self, text: str, replace_content: bool = True): + """Update the message content and finalize it. + + Args: + text: The text content to set/append + replace_content: If True, replace the entire content. If False, append to existing content. + """ + if replace_content: + await self.set_content(text, finalize=True) + else: + await self.append_content(text, finalize=True) + async def _apply_pending_fragments(self): """Apply pending fragments in sequential order.""" async with self._apply_lock: + fragments_applied = 0 while True: next_index = self.last_content_index + 1 if next_index in self.pending_fragments: fragment = self.pending_fragments.pop(next_index) self.content += fragment self.last_content_index = next_index - - # Call _on_content_created for the first content update - if not self._content_created: - await self._on_content_created() - self._content_created = True - else: - await self._on_content_changed() + fragments_applied += 1 else: break + + # Only send update to Stream after applying all available fragments + if fragments_applied > 0: + if not self._content_created: + await self._on_content_created() + self._content_created = True + else: + await self._on_content_changed() @abstractmethod async def _on_content_created(self): diff --git a/plugins/getstream/tests/test_stream_conversation.py b/plugins/getstream/tests/test_stream_conversation.py index b03f5654..417ba337 100644 --- a/plugins/getstream/tests/test_stream_conversation.py +++ b/plugins/getstream/tests/test_stream_conversation.py @@ -1,11 +1,13 @@ import logging +from random import random, shuffle + import pytest import uuid import asyncio from unittest.mock import Mock, AsyncMock from dotenv import load_dotenv -from getstream.models import MessageRequest, ChannelInput +from getstream.models import MessageRequest, ChannelInput, MessagePaginationParams from getstream import AsyncStream from vision_agents.core.agents.conversation import ( @@ -108,14 +110,6 @@ async def test_add_message(self, stream_conversation, mock_channel): # Verify ID mapping was stored assert "new-msg-id" in stream_conversation.internal_ids_to_stream_ids assert stream_conversation.internal_ids_to_stream_ids["new-msg-id"] == "stream-message-123" - - # Verify update_message_partial was called (completed=True is default) - mock_channel.client.update_message_partial.assert_called_once() - update_args = mock_channel.client.update_message_partial.call_args - assert update_args[0][0] == "stream-message-123" - assert update_args[1]["user_id"] == "user123" - assert update_args[1]["set"]["text"] == "Test message" - assert update_args[1]["set"]["generating"] is False # completed=True means not generating @pytest.mark.asyncio async def test_add_message_with_completed_false(self, stream_conversation, mock_channel): @@ -141,16 +135,6 @@ async def test_add_message_with_completed_false(self, stream_conversation, mock_ # Verify Stream API was called mock_channel.send_message.assert_called_once() - - # Verify ephemeral_message_update was called (completed=False) - mock_channel.client.ephemeral_message_update.assert_called_once() - mock_channel.client.update_message_partial.assert_not_called() - - update_args = mock_channel.client.ephemeral_message_update.call_args - assert update_args[0][0] == "stream-message-123" - assert update_args[1]["user_id"] == "assistant" - assert update_args[1]["set"]["text"] == "Generating message" - assert update_args[1]["set"]["generating"] is True # completed=False means still generating @pytest.mark.asyncio async def test_update_message_existing(self, stream_conversation, mock_channel): @@ -309,9 +293,7 @@ async def test_streaming_message_handle(self, stream_conversation, mock_channel) # Verify send_message was called mock_channel.send_message.assert_called_once() - # Verify ephemeral_message_update was called (completed=False by default) - mock_channel.client.ephemeral_message_update.assert_called_once() - + # Reset for next operations mock_channel.client.ephemeral_message_update.reset_mock() @@ -365,7 +347,7 @@ async def test_multiple_streaming_handles(self, stream_conversation, mock_channe assert msg2.content == "Hi there!" # Verify ephemeral updates were called for both - assert mock_channel.client.ephemeral_message_update.call_count >= 4 # 2 initial + 2 appends + assert mock_channel.client.ephemeral_message_update.call_count >= 2 # Complete both await stream_conversation.complete_message(handle1) @@ -377,13 +359,11 @@ async def test_multiple_streaming_handles(self, stream_conversation, mock_channe @pytest.mark.integration @pytest.mark.asyncio -async def test_streaming_message_handling_integration(): - """Test that streaming messages are handled correctly with multiple deltas and one completion event. +async def test_large_message_handling_fails(): + """Test that large messages (>1000 chars) fail as expected. - This test simulates the exact scenario from the logs: - - Multiple LLM delta responses with the same item_id - - One LLM completion response with the same item_id - - Should result in only one message being created and progressively updated + This test should FAIL because the feature is currently broken. + We want this test to fail to track the issue. """ # Create a test channel @@ -403,143 +383,73 @@ async def test_streaming_message_handling_integration(): channel=channel ) - # Test data - simulate the exact scenario from logs - item_id = str(uuid.uuid4()) - user_id = "test-agent" - role = "assistant" + large_content = "A" * 30000 # 30000 characters, well over the 1000 limit - # Simulate multiple delta events (like in the logs) - using real data from your logs - delta_contents = [ - "Okay", - ", buckle up", - "! This is a long one, a tale of weather and how it shaped a", - " small town, its inhabitants, and a particular obsession.\n\n# The Ballad of Bumble", - "brook and the Bewildering Breeze\n\nBumblebrook was a town nestled deep in the Verdant Valley, a place known for its predictability. Seasons arrived on", - " cue, the sun shone reliably, and rain fell with the gentle insistence of a grandfather telling a familiar story. The townsfolk, in turn, were creatures of habit", - ". They planted crops according to the Almanac, held festivals on designated dates, and even timed their naps by the position of the sun.\n\n![A picture of a quaint, idyllic town nestled in a valley. Colorful houses line a winding river, and rolling", - " green hills surround it. A few fluffy clouds dot the sky.](image_of_bumblebrook.jpg)\n\nFor generations, weather forecasting in Bumblebrook had been the domain of Old Man Hemlock. He resided on the", - " highest hill, surrounded by wind chimes and weather vanes, and possessed an uncanny ability to predict the weather simply by sniffing the air and observing the behavior of squirrels. His pronouncements, delivered with the gravitas of a prophet, were law. If Hemlock predicted rain, umbrellas were deployed; if he prophesized sunshine", - ", picnics were planned.\n\nThen came the year the wind turned
 bewildering.\n\nIt started subtly. A gentle breeze that shifted directions every few minutes. Hemlock, initially unconcerned, attributed it to a \"passing fancy of the atmosphere.\" But the \"passing fancy\" persisted. The wind became erratic, swirling", - ", sometimes even reversing its direction mid-gust. The wind chimes became cacophonous instruments of chaos.\n\n![Image of chaotic wind chimes tangled and twisted, swaying wildly against a stormy sky.](chaotic_wind_chimes.jpg)\n\nThe consequences were immediate and comical, then increasingly concerning", - ". Weather vanes spun like dizzy tops. Clotheslines turned into tangled webs of laundry. Kites refused to fly, instead plummeting into surprised pedestrians. And, most disturbingly, Hemlock's predictions became
 well, spectacularly wrong.\n\nHe predicted sunshine on days that brought torrential downpours. He swore", - " on a dry harvest when hailstorms ravaged the crops. The townspeople, once trusting, began to regard him with suspicion, then outright derision. His credibility plummeted faster than a kite in a hurricane.\n\n\"He's lost it!\" cried Mrs. Higgins, whose prized petunias had been flattened by a rogue gust", - ". \"The old coot's gone senile!\"\n\nDesperate to restore his reputation, Hemlock retreated to his hilltop observatory. He consulted ancient texts, built bizarre contraptions of copper wire and glass bottles, and even attempted to communicate with the squirrels, who, unsurprisingly, remained uncooperative.\n\nWhile", - " Hemlock wrestled with the baffling breeze, the town descended into weather-related anarchy. Farmers planted at the wrong time, leading to stunted crops. The annual Summer Festival was rained out, causing widespread disappointment. The entire rhythm of Bumblebrook, once so predictable, was thrown into disarray.\n\nAmidst this meteorological", - " mayhem, a young girl named Elara emerged. Elara was a curious and inventive child, obsessed with tinkering. She had a workshop in her attic filled with spare parts, discarded gadgets, and half-finished projects. While everyone else lamented the unreliable weather, Elara saw it as a fascinating puzzle.\n\n![", - "Image of a young girl, Elara, in her attic workshop, surrounded by tools, wires, and partially built contraptions. She's looking intently at a complex device.](elara_workshop.jpg)\n\nShe began to meticulously record the wind's behavior. She built small, intricate weather stations using", - " repurposed clockwork mechanisms and scraps of metal. She charted the wind's speed, direction, and even its \"personality,\" as she called it, assigning names like \"Wimpy Wendy\" to gentle breezes and \"Raging Rupert\" to fierce gusts.\n\nElara's parents, initially dismissive of her \"", - "frivolous hobby,\" grew concerned as her obsession intensified. They tried to encourage her to play with other children, to engage in more \"normal\" activities. But Elara remained steadfast in her pursuit. She believed that the bewildering breeze was not random; it followed a pattern, however complex.\n\nOne evening", - ", after weeks of relentless observation, Elara had a breakthrough. She noticed a faint, almost imperceptible humming sound that accompanied the most erratic gusts. It was a low-frequency vibration, barely audible, but definitely present.\n\nFurther investigation revealed the source of the hum: a large, oddly shaped rock formation on", - " the far side of Verdant Valley. The rock, composed of a rare mineral, resonated with certain atmospheric conditions, creating subtle shifts in the wind patterns. The baffling breeze, she realized, was not a random phenomenon, but an echo of the rock's strange energy.\n\nElara, brimming with excitement, raced", - " to Old Man Hemlock's hilltop observatory. She presented her findings, along with her meticulously compiled data and her theory about the resonating rock. Hemlock, initially skeptical, listened intently as Elara explained her discovery. He examined her charts, listened to her reasoning, and, for the first time in months, a", - " flicker of hope appeared in his eyes.\n\nTogether, Elara and Hemlock devised a plan. They couldn't move the rock – it was too large and deeply embedded. Instead, they designed a series of smaller resonators that could counteract the rock's effect. These resonators, placed strategically around Bumblebrook, would create", - " a kind of \"weather shield,\" stabilizing the wind and restoring the town's predictable climate.\n\n![Image of Elara and Old Man Hemlock working together on a large, complex device that resembles a weather resonator. They are surrounded by blueprints and tools.](elara_hemlock_working.jpg)\n\n", - "The townsfolk, initially wary, watched with curiosity as Elara and Hemlock installed the resonators. Some scoffed, some whispered, but most simply hoped. When the last resonator was in place, a hush fell over Bumblebrook.\n\nAnd then
 the wind stilled.\n\nNot completely, of course. There was still", - " a gentle breeze, but it was no longer erratic, no longer bewildering. It blew from a consistent direction, carrying the scent of wildflowers and the promise of a predictable future.\n\nThe sun shone. The rain fell gently. The crops flourished. The Summer Festival was held on its designated date, and it was the", - " most joyous celebration Bumblebrook had seen in years.\n\nOld Man Hemlock's reputation was restored, and he acknowledged Elara as his equal in the art of weather forecasting. But Elara's contribution was more than just restoring order; she taught the town a valuable lesson. She showed them that even in the face of", - " the most bewildering changes, observation, ingenuity, and a willingness to challenge assumptions could lead to understanding and ultimately, to a better future.\n\nAnd so, Bumblebrook returned to its predictable ways, but with a newfound appreciation for the unpredictable nature of life, and the remarkable power of a girl who dared to chase the bewildering breeze", - ". Elara went on to become a renowned meteorologist, always remembering the day she saved her town, one baffling gust at a time. And Old Man Hemlock? He finally learned to use a computer. The end." - ] - - # Process delta events concurrently to simulate real scenario - async def process_delta(i, delta_content): - return await conversation.upsert_streaming_message_handler( - message_id=item_id, - user_id=user_id, - role=role, - content=delta_content, - content_index=i - ) - - # Fire all delta events concurrently (like in real scenario) - tasks = [process_delta(i, content) for i, content in enumerate(delta_contents)] - handlers = await asyncio.gather(*tasks) - - # Verify all handlers are the same instance (should be reused) - for i, handler in enumerate(handlers): - assert handler is handlers[0], f"Handler {i} should be the same instance as the first one" - - # Verify content is accumulating (should be the full content after all deltas) - expected_content = "".join(delta_contents) - assert handlers[0].content == expected_content, f"Content mismatch: expected '{expected_content[:100]}...', got '{handlers[0].content[:100]}...'" - - # Simulate completion event (using the real final content from your logs) - final_content = "".join(delta_contents) # The completion event contains the full content - - # Check if handler exists (simulating the completion event logic) - existing_handler = await conversation.get_streaming_message_handler(item_id) - assert existing_handler is not None, "Handler should exist after delta events" + # This should work (create the message) + message = Message( + original=None, + content=large_content, + role="assistant", + user_id="test-agent" + ) + message.id = str(uuid.uuid4()) - # Update the message with final content (simulating completion event) - # This may fail for large messages due to Stream's 1000 character limit - try: - await conversation.update_message( - existing_handler.message_id, - final_content, - existing_handler.user_id, - True, - True, - ) - - # Verify the handler was properly finalized (only if update succeeded) - assert existing_handler.is_finalized, "Handler should be finalized after completion event" - assert existing_handler.content == final_content, f"Final content mismatch: expected '{final_content}', got '{existing_handler.content}'" - - from getstream.models import MessagePaginationParams - channel_state = await channel.get_or_create(state=True, messages=MessagePaginationParams(limit=10)) - assert len(channel_state.data.messages) == 1, "Channel state should have 1 message" - - except Exception as e: - # For large messages, this is expected to fail due to Stream's 1000 character limit - if "larger than 1000 characters" in str(e): - # This is the expected behavior for large messages - # The content should still be accumulated in memory - assert existing_handler.content == final_content, f"Content should be accumulated in memory: expected '{final_content}', got '{existing_handler.content}'" - # The handler should not be finalized since the Stream update failed - assert not existing_handler.is_finalized, "Handler should not be finalized if Stream update failed" - else: - # Re-raise unexpected exceptions - raise + # This should fail because the message is too large for Stream's limits + with pytest.raises(Exception): + await conversation.add_message(message) @pytest.mark.integration @pytest.mark.asyncio -async def test_large_message_handling_fails(): - """Test that large messages (>1000 chars) fail as expected. - - This test should FAIL because the feature is currently broken. - We want this test to fail to track the issue. - """ - - # Create a test channel +async def test_content_index(): channel_id = f"test-channel-{uuid.uuid4()}" chat_client = AsyncStream().chat channel = chat_client.channel("messaging", channel_id) - + # Create the channel in Stream await channel.get_or_create( data=ChannelInput(created_by_id="test-user"), ) - + # Create a conversation conversation = StreamConversation( instructions="Test conversation", messages=[], channel=channel ) - - # Create a very large message (>1000 characters) - large_content = "A" * 2000 # 2000 characters, well over the 1000 limit - - # This should work (create the message) - message = Message( - original=None, - content=large_content, - role="assistant", - user_id="test-agent" - ) - message.id = str(uuid.uuid4()) - - # This should fail because the message is too large for Stream's limits - with pytest.raises(Exception): - await conversation.add_message(message) + + coros = [] + item_id = str(uuid.uuid4()) + + chunks = [ + (0, "once"), + (1, " upon"), + (2, " a"), + (3, " time"), + (4, " in"), + (5, " a"), + (6, " galaxy"), + (7, " far"), + (8, " far"), + (9, " away"), + ] + + shuffle(chunks) + + for idx, txt in chunks: + coros += [conversation.upsert_streaming_message_handler( + message_id=item_id, + user_id="agent", + role="assistant", + content=txt, + content_index=idx, + )] + print(txt) + await asyncio.sleep(0.01) + + # asyncio is weird + handlers = await asyncio.gather(*coros) + await handlers[0].finalize() + response = await channel.get_or_create(state=True, messages=MessagePaginationParams(limit=10)) + assert len(response.data.messages) == 1 + assert response.data.messages[0].text == "once upon a time in a galaxy far far away" diff --git a/plugins/getstream/vision_agents/plugins/getstream/stream_conversation.py b/plugins/getstream/vision_agents/plugins/getstream/stream_conversation.py index d101c8c4..e08665c8 100644 --- a/plugins/getstream/vision_agents/plugins/getstream/stream_conversation.py +++ b/plugins/getstream/vision_agents/plugins/getstream/stream_conversation.py @@ -3,6 +3,7 @@ from getstream.models import MessageRequest from getstream.chat.async_channel import Channel +from getstream.base import StreamAPIException from vision_agents.core.agents.conversation import ( InMemoryConversation, @@ -154,6 +155,10 @@ async def add_message(self, message: Message, completed: bool = True): custom={"generating": not completed}, ) response = await self.channel.send_message(request) + if response.data.message.type == "error": + raise StreamAPIException( + response=response.__response, + ) # Store the mapping between internal ID and Stream message ID stream_id = response.data.message.id diff --git a/uv.lock b/uv.lock index 566c7218..b0918834 100644 --- a/uv.lock +++ b/uv.lock @@ -1499,8 +1499,7 @@ wheels = [ [[package]] name = "getstream" -version = "2.5.4" -source = { registry = "https://pypi.org/simple" } +source = { editable = "../stream-py" } dependencies = [ { name = "dataclasses-json" }, { name = "httpx" }, @@ -1512,9 +1511,6 @@ dependencies = [ { name = "pyjwt" }, { name = "python-dateutil" }, ] -wheels = [ - { url = "https://files.pythonhosted.org/packages/12/c6/302a87e8938664843764f56a2f4f10cc39f69b2cc2f3a13d27375957192a/getstream-2.5.4-py3-none-any.whl", hash = "sha256:7a67096f40328865666bc9ede4a2b6245536f4f5490c995ef4905c4da1808365", size = 232566 }, -] [package.optional-dependencies] telemetry = [ @@ -1539,6 +1535,59 @@ webrtc = [ { name = "websockets" }, ] +[package.metadata] +requires-dist = [ + { name = "aiohttp", marker = "extra == 'webrtc'", specifier = ">=3.11.16" }, + { name = "aiortc-getstream", marker = "extra == 'webrtc'", specifier = "==1.13.0.post1" }, + { name = "dataclasses-json", specifier = ">=0.6.0,<0.7" }, + { name = "httpx", specifier = ">=0.28.1" }, + { name = "ijson", specifier = ">=3.4.0" }, + { name = "marshmallow", specifier = ">=3.21.0,<4" }, + { name = "numpy", marker = "extra == 'webrtc'", specifier = ">=2.2.6" }, + { name = "numpy", marker = "extra == 'webrtc'", specifier = ">=2.2.6,<2.3" }, + { name = "openai", extras = ["realtime"], marker = "extra == 'openai-realtime'", specifier = ">=1.93.0" }, + { name = "opentelemetry-api", marker = "extra == 'telemetry'", specifier = ">=1.26.0" }, + { name = "opentelemetry-sdk", marker = "extra == 'telemetry'", specifier = ">=1.26.0" }, + { name = "ping3", marker = "extra == 'webrtc'", specifier = ">=4.0.8" }, + { name = "protobuf", marker = "extra == 'webrtc'", specifier = ">=4.25.1" }, + { name = "protobuf", marker = "extra == 'webrtc'", specifier = ">=6.31.1" }, + { name = "pydantic", specifier = ">=2.10.6" }, + { name = "pydantic-settings", specifier = ">=2.9.1" }, + { name = "pyee", specifier = ">=13.0.0" }, + { name = "pyjwt", specifier = ">=2.8.0,<3" }, + { name = "python-dateutil", specifier = ">=2.8.2" }, + { name = "python-dateutil", marker = "extra == 'webrtc'", specifier = ">=2.8.2" }, + { name = "scipy", marker = "extra == 'webrtc'", specifier = ">=1.15.3" }, + { name = "scipy", marker = "extra == 'webrtc'", specifier = ">=1.15.3,<1.16" }, + { name = "soundfile", marker = "extra == 'webrtc'", specifier = ">=0.13.1" }, + { name = "structlog", marker = "extra == 'webrtc'", specifier = "<24" }, + { name = "tenacity", marker = "extra == 'webrtc'", specifier = ">=9.1.2" }, + { name = "torch", marker = "extra == 'webrtc'", specifier = ">=2.7.1" }, + { name = "torchaudio", marker = "extra == 'webrtc'", specifier = ">=2.7.1" }, + { name = "twirp", marker = "extra == 'webrtc'", specifier = ">=0.0.7" }, + { name = "websocket-client", marker = "extra == 'webrtc'", specifier = ">=1.8.0" }, + { name = "websockets", marker = "extra == 'webrtc'", specifier = ">=15.0.1" }, + { name = "websockets", marker = "extra == 'webrtc'", specifier = ">=15.0.1,<16" }, +] +provides-extras = ["openai-realtime", "telemetry", "webrtc"] + +[package.metadata.requires-dev] +dev = [ + { name = "grpcio-tools", specifier = ">=1.73.1" }, + { name = "mypy-protobuf", specifier = "==3.5.0" }, + { name = "opentelemetry-exporter-otlp", specifier = ">=1.37.0" }, + { name = "opentelemetry-exporter-prometheus", specifier = ">=0.58b0" }, + { name = "pre-commit", specifier = ">=4.2.0" }, + { name = "prometheus-client", specifier = ">=0.23.1" }, + { name = "pytest", specifier = ">=8.4.1" }, + { name = "pytest-asyncio", specifier = ">=1.0.0" }, + { name = "pytest-timeout", specifier = ">=2.3.1" }, + { name = "pytest-timeout", specifier = ">=2.4.0" }, + { name = "python-dateutil", specifier = ">=2.8.2,<3" }, + { name = "python-dotenv", specifier = ">=1.1.1,<2" }, + { name = "ruff", specifier = ">=0.12.1" }, +] + [[package]] name = "google-auth" version = "2.41.1" @@ -5737,7 +5786,7 @@ xai = [ [package.metadata] requires-dist = [ { name = "click", marker = "extra == 'dev'" }, - { name = "getstream", extras = ["telemetry", "webrtc"], specifier = ">=2.5.4" }, + { name = "getstream", extras = ["telemetry", "webrtc"], editable = "../stream-py" }, { name = "mcp", specifier = ">=1.16.0" }, { name = "mypy", marker = "extra == 'dev'" }, { name = "numpy", specifier = ">=1.24.0" }, From 43168865f641976677a64c6aa2bef94c523e317e Mon Sep 17 00:00:00 2001 From: Tommaso Barbugli Date: Tue, 14 Oct 2025 15:07:45 +0200 Subject: [PATCH 09/25] ruff --- .../tests/test_stream_conversation.py | 2 +- uv.lock | 61 ++----------------- 2 files changed, 7 insertions(+), 56 deletions(-) diff --git a/plugins/getstream/tests/test_stream_conversation.py b/plugins/getstream/tests/test_stream_conversation.py index 417ba337..29ff563a 100644 --- a/plugins/getstream/tests/test_stream_conversation.py +++ b/plugins/getstream/tests/test_stream_conversation.py @@ -1,5 +1,5 @@ import logging -from random import random, shuffle +from random import shuffle import pytest import uuid diff --git a/uv.lock b/uv.lock index b0918834..f4911862 100644 --- a/uv.lock +++ b/uv.lock @@ -1499,7 +1499,8 @@ wheels = [ [[package]] name = "getstream" -source = { editable = "../stream-py" } +version = "2.5.5" +source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "dataclasses-json" }, { name = "httpx" }, @@ -1511,6 +1512,9 @@ dependencies = [ { name = "pyjwt" }, { name = "python-dateutil" }, ] +wheels = [ + { url = "https://files.pythonhosted.org/packages/e5/0a/eb9a278eb815b335cb19f72af3bc5aece95ab973fbe45aef73bead523fdf/getstream-2.5.5-py3-none-any.whl", hash = "sha256:159422b0c2f46f9cd24eb6fb6957208cc6cbd026f6b3f16aae259a386520bee2", size = 232573 }, +] [package.optional-dependencies] telemetry = [ @@ -1535,59 +1539,6 @@ webrtc = [ { name = "websockets" }, ] -[package.metadata] -requires-dist = [ - { name = "aiohttp", marker = "extra == 'webrtc'", specifier = ">=3.11.16" }, - { name = "aiortc-getstream", marker = "extra == 'webrtc'", specifier = "==1.13.0.post1" }, - { name = "dataclasses-json", specifier = ">=0.6.0,<0.7" }, - { name = "httpx", specifier = ">=0.28.1" }, - { name = "ijson", specifier = ">=3.4.0" }, - { name = "marshmallow", specifier = ">=3.21.0,<4" }, - { name = "numpy", marker = "extra == 'webrtc'", specifier = ">=2.2.6" }, - { name = "numpy", marker = "extra == 'webrtc'", specifier = ">=2.2.6,<2.3" }, - { name = "openai", extras = ["realtime"], marker = "extra == 'openai-realtime'", specifier = ">=1.93.0" }, - { name = "opentelemetry-api", marker = "extra == 'telemetry'", specifier = ">=1.26.0" }, - { name = "opentelemetry-sdk", marker = "extra == 'telemetry'", specifier = ">=1.26.0" }, - { name = "ping3", marker = "extra == 'webrtc'", specifier = ">=4.0.8" }, - { name = "protobuf", marker = "extra == 'webrtc'", specifier = ">=4.25.1" }, - { name = "protobuf", marker = "extra == 'webrtc'", specifier = ">=6.31.1" }, - { name = "pydantic", specifier = ">=2.10.6" }, - { name = "pydantic-settings", specifier = ">=2.9.1" }, - { name = "pyee", specifier = ">=13.0.0" }, - { name = "pyjwt", specifier = ">=2.8.0,<3" }, - { name = "python-dateutil", specifier = ">=2.8.2" }, - { name = "python-dateutil", marker = "extra == 'webrtc'", specifier = ">=2.8.2" }, - { name = "scipy", marker = "extra == 'webrtc'", specifier = ">=1.15.3" }, - { name = "scipy", marker = "extra == 'webrtc'", specifier = ">=1.15.3,<1.16" }, - { name = "soundfile", marker = "extra == 'webrtc'", specifier = ">=0.13.1" }, - { name = "structlog", marker = "extra == 'webrtc'", specifier = "<24" }, - { name = "tenacity", marker = "extra == 'webrtc'", specifier = ">=9.1.2" }, - { name = "torch", marker = "extra == 'webrtc'", specifier = ">=2.7.1" }, - { name = "torchaudio", marker = "extra == 'webrtc'", specifier = ">=2.7.1" }, - { name = "twirp", marker = "extra == 'webrtc'", specifier = ">=0.0.7" }, - { name = "websocket-client", marker = "extra == 'webrtc'", specifier = ">=1.8.0" }, - { name = "websockets", marker = "extra == 'webrtc'", specifier = ">=15.0.1" }, - { name = "websockets", marker = "extra == 'webrtc'", specifier = ">=15.0.1,<16" }, -] -provides-extras = ["openai-realtime", "telemetry", "webrtc"] - -[package.metadata.requires-dev] -dev = [ - { name = "grpcio-tools", specifier = ">=1.73.1" }, - { name = "mypy-protobuf", specifier = "==3.5.0" }, - { name = "opentelemetry-exporter-otlp", specifier = ">=1.37.0" }, - { name = "opentelemetry-exporter-prometheus", specifier = ">=0.58b0" }, - { name = "pre-commit", specifier = ">=4.2.0" }, - { name = "prometheus-client", specifier = ">=0.23.1" }, - { name = "pytest", specifier = ">=8.4.1" }, - { name = "pytest-asyncio", specifier = ">=1.0.0" }, - { name = "pytest-timeout", specifier = ">=2.3.1" }, - { name = "pytest-timeout", specifier = ">=2.4.0" }, - { name = "python-dateutil", specifier = ">=2.8.2,<3" }, - { name = "python-dotenv", specifier = ">=1.1.1,<2" }, - { name = "ruff", specifier = ">=0.12.1" }, -] - [[package]] name = "google-auth" version = "2.41.1" @@ -5786,7 +5737,7 @@ xai = [ [package.metadata] requires-dist = [ { name = "click", marker = "extra == 'dev'" }, - { name = "getstream", extras = ["telemetry", "webrtc"], editable = "../stream-py" }, + { name = "getstream", extras = ["telemetry", "webrtc"], specifier = ">=2.5.5" }, { name = "mcp", specifier = ">=1.16.0" }, { name = "mypy", marker = "extra == 'dev'" }, { name = "numpy", specifier = ">=1.24.0" }, From 9d11274f563a7b5b945f292147e8c50e1c57c402 Mon Sep 17 00:00:00 2001 From: Tommaso Barbugli Date: Tue, 14 Oct 2025 16:07:59 +0200 Subject: [PATCH 10/25] snap --- .../vision_agents/core/agents/conversation.py | 37 +++++--- .../tests/test_stream_conversation.py | 88 +++++++++++++++++++ 2 files changed, 113 insertions(+), 12 deletions(-) diff --git a/agents-core/vision_agents/core/agents/conversation.py b/agents-core/vision_agents/core/agents/conversation.py index 5c6ea4ae..42861532 100644 --- a/agents-core/vision_agents/core/agents/conversation.py +++ b/agents-core/vision_agents/core/agents/conversation.py @@ -62,6 +62,7 @@ def __init__(self, message_id: str, user_id: str, role: str): self.last_content_index = -1 self._content_created = False self._apply_lock = asyncio.Lock() + self._creation_lock = asyncio.Lock() # Prevents race condition on _on_content_created async def append_content( self, text: str, content_index: Optional[int] = None, finalize: bool = False @@ -104,12 +105,13 @@ async def set_content(self, text: str, finalize: bool = False): self.pending_fragments.clear() self.last_content_index = -1 - # Notify implementation about content change - if not self._content_created: - await self._on_content_created() - self._content_created = True - else: - await self._on_content_changed() + # Use lock to prevent race condition: ensure only ONE call to _on_content_created + async with self._creation_lock: + if not self._content_created: + await self._on_content_created() + self._content_created = True + else: + await self._on_content_changed() if finalize: await self.finalize() @@ -150,11 +152,13 @@ async def _apply_pending_fragments(self): # Only send update to Stream after applying all available fragments if fragments_applied > 0: - if not self._content_created: - await self._on_content_created() - self._content_created = True - else: - await self._on_content_changed() + # Use lock to prevent race condition: ensure only ONE call to _on_content_created + async with self._creation_lock: + if not self._content_created: + await self._on_content_created() + self._content_created = True + else: + await self._on_content_changed() @abstractmethod async def _on_content_created(self): @@ -267,12 +271,21 @@ async def upsert_streaming_message_handler( handler = self._streaming_handlers.get(message_id) if handler is None: + # Check if a message with this ID already exists (completion event arrived first) + existing_message = next( + (msg for msg in self.messages if msg.id == message_id), None + ) + + if existing_message is not None: + # Message already exists, don't create handler + return None + # Create new handler handler = self._create_handler(message_id, user_id, role) self._streaming_handlers[message_id] = handler # Add content if provided (outside the lock to avoid blocking other operations) - if content: + if content and handler is not None: await handler.append_content(content, content_index) return handler diff --git a/plugins/getstream/tests/test_stream_conversation.py b/plugins/getstream/tests/test_stream_conversation.py index 29ff563a..a85ba163 100644 --- a/plugins/getstream/tests/test_stream_conversation.py +++ b/plugins/getstream/tests/test_stream_conversation.py @@ -453,3 +453,91 @@ async def test_content_index(): response = await channel.get_or_create(state=True, messages=MessagePaginationParams(limit=10)) assert len(response.data.messages) == 1 assert response.data.messages[0].text == "once upon a time in a galaxy far far away" + + +@pytest.mark.integration +@pytest.mark.asyncio +async def test_streaming_deltas_then_finalize_no_duplicate(): + """Test that simulates Agent's LLM flow: deltas arrive, then completed event. + + This test should ensure only 1 message is created (not 2). + Simulates the exact flow from agents.py: + 1. _handle_output_text_delta calls upsert_streaming_message_handler for each delta + 2. on_llm_response_sync_conversation finds the handler and calls update_message + """ + channel_id = f"test-channel-{uuid.uuid4()}" + chat_client = AsyncStream().chat + channel = chat_client.channel("messaging", channel_id) + + # Create the channel in Stream + await channel.get_or_create( + data=ChannelInput(created_by_id="test-user"), + ) + + # Create a conversation + conversation = StreamConversation( + instructions="Test conversation", + messages=[], + channel=channel + ) + + item_id = str(uuid.uuid4()) + + # Simulate delta events arriving (like _handle_output_text_delta) + logger.info("Simulating delta events...") + logger.info(f"Initial message count: {len(conversation.messages)}") + + # Delta 1 + handler = await conversation.upsert_streaming_message_handler( + message_id=item_id, + user_id="agent", + role="assistant", + content="Hello", + content_index=0, + ) + logger.info(f"After delta 1, message count: {len(conversation.messages)}, messages: {[m.content for m in conversation.messages]}") + + # Delta 2 + await conversation.upsert_streaming_message_handler( + message_id=item_id, + user_id="agent", + role="assistant", + content=" world", + content_index=1, + ) + logger.info(f"After delta 2, message count: {len(conversation.messages)}, messages: {[m.content for m in conversation.messages]}") + + # Delta 3 + await conversation.upsert_streaming_message_handler( + message_id=item_id, + user_id="agent", + role="assistant", + content="!", + content_index=2, + ) + logger.info(f"After delta 3, message count: {len(conversation.messages)}, messages: {[m.content for m in conversation.messages]}") + + # Check that only 1 message exists in conversation.messages so far + assert len(conversation.messages) == 1, f"Expected 1 message after deltas, got {len(conversation.messages)}: {[m.content for m in conversation.messages]}" + assert conversation.messages[0].content == "Hello world!", f"Expected 'Hello world!', got '{conversation.messages[0].content}'" + + # Simulate completed event (like on_llm_response_sync_conversation) + logger.info("Simulating completed event...") + existing_handler = await conversation.get_streaming_message_handler(item_id) + assert existing_handler is not None, "Handler should exist after deltas" + + # This is what agents.py does when handler exists + await existing_handler.update_message("Hello world!", replace_content=True) + logger.info(f"After finalization, message count: {len(conversation.messages)}, messages: {[m.content for m in conversation.messages]}") + + # Verify still only 1 message in conversation.messages + assert len(conversation.messages) == 1, f"Expected 1 message after finalization, got {len(conversation.messages)}: {[m.content for m in conversation.messages]}" + assert conversation.messages[0].content == "Hello world!", f"Expected 'Hello world!', got '{conversation.messages[0].content}'" + + # Verify only 1 message in Stream Chat channel + response = await channel.get_or_create(state=True, messages=MessagePaginationParams(limit=10)) + logger.info(f"Stream Chat messages: {[(m.id, m.text) for m in response.data.messages]}") + assert len(response.data.messages) == 1, f"Expected 1 message in Stream, got {len(response.data.messages)}: {[(m.id, m.text) for m in response.data.messages]}" + assert response.data.messages[0].text == "Hello world!", f"Expected 'Hello world!', got '{response.data.messages[0].text}'" + + logger.info(f"✅ Test passed: Only 1 message created") From d838a92d5c8608fd06ffe1c000600b3d7909eb72 Mon Sep 17 00:00:00 2001 From: Tommaso Barbugli Date: Wed, 15 Oct 2025 14:46:27 +0200 Subject: [PATCH 11/25] another way --- .cursor/rules/python.mdc | 10 +- .../vision_agents/core/agents/agents.py | 72 +- .../vision_agents/core/agents/conversation.py | 618 +++++----------- .../simple_agent_example.py | 37 +- .../tests/test_stream_conversation.py | 664 ++++++++---------- .../plugins/getstream/stream_conversation.py | 272 ++----- 6 files changed, 619 insertions(+), 1054 deletions(-) diff --git a/.cursor/rules/python.mdc b/.cursor/rules/python.mdc index 7c340ee3..28bf15c1 100644 --- a/.cursor/rules/python.mdc +++ b/.cursor/rules/python.mdc @@ -14,4 +14,12 @@ docstrings should follow the google style guides for docstrings. integration tests use @pytest.mark.integration -@pytest.mark.asyncio is not needed (its automatic) \ No newline at end of file +@pytest.mark.asyncio is not needed (its automatic) + +--- +description: when running python or tests +globs: +alwaysApply: true +--- + +we use uv on this project, no python -m non-sense please. If you get in trouble with deps just stop and ask, better to have the human resolve things (no sudo brew kind of stuff please) diff --git a/agents-core/vision_agents/core/agents/agents.py b/agents-core/vision_agents/core/agents/agents.py index 918d3194..7223f3df 100644 --- a/agents-core/vision_agents/core/agents/agents.py +++ b/agents-core/vision_agents/core/agents/agents.py @@ -32,7 +32,7 @@ from ..vad import VAD from ..vad.events import VADAudioEvent from . import events -from .conversation import Conversation, Message, StreamHandle +from .conversation import Conversation, Message if TYPE_CHECKING: from vision_agents.plugins.getstream.stream_edge_transport import StreamEdge @@ -131,9 +131,8 @@ def __init__( # we sync the user talking and the agent responses to the conversation # because we want to support streaming responses and can have delta updates for both - # user and agent we keep an handle for both + # user and agent self.conversation: Optional[Conversation] = None - self._user_conversation_handle: Optional[StreamHandle] = None # Track pending transcripts for turn-based response triggering self._pending_user_transcripts: Dict[str, str] = {} @@ -208,21 +207,15 @@ async def on_llm_response_sync_conversation(event: LLMResponseCompletedEvent): if self.conversation is None: return - # Check if we have a streaming handler for this message - existing_handler = await self.conversation.get_streaming_message_handler(event.item_id) - - if existing_handler is None: - # No streaming handler exists, so this is a non-streaming model - create a new message - message = Message( - id=event.item_id, - content=event.text, - role="assistant", - user_id=self.agent_user.id, - ) - await self.conversation.add_message(message) - else: - # We have a streaming handler, so deltas were sent - just finalize the message - await existing_handler.update_message(event.text, replace_content=True) + # Unified API: handles both streaming and non-streaming + await self.conversation.upsert_message( + message_id=event.item_id, + role="assistant", + user_id=self.agent_user.id, + content=event.text, + completed=True, + replace=True, # Replace any partial content from deltas + ) @self.llm.events.subscribe async def _handle_output_text_delta(event: LLMResponseChunkEvent): @@ -233,12 +226,14 @@ async def _handle_output_text_delta(event: LLMResponseChunkEvent): if self.conversation is None: return - await self.conversation.upsert_streaming_message_handler( + # Unified API: streaming delta + await self.conversation.upsert_message( message_id=event.item_id, - user_id=self.agent_user.id, role="assistant", + user_id=self.agent_user.id, content=event.delta, content_index=event.content_index, + completed=False, # Still streaming ) async def _setup_speech_events(self): @@ -247,21 +242,17 @@ async def on_stt_transcript_event_sync_conversation(event: STTTranscriptEvent): self.logger.info(f"🎀 [Transcript]: {event.text}") user_id = event.user_id() or "user" - handler = await self.conversation.get_streaming_message_handler( - "stt-" + user_id + + # Unified API: handles both streaming and non-streaming transcripts + await self.conversation.upsert_message( + message_id="stt-" + user_id, + role="user", + user_id=user_id, + content=event.text, + completed=True, + replace=True, # Replace any partial transcripts + original=event, ) - if handler is None: - # No partial transcripts were received, create a completed message directly - message = Message( - original=event, - content=event.text, - role="user", - user_id=user_id, - ) - await self.conversation.add_message(message) - else: - # Replace with final text and complete the message - await handler.set_content(event.text, finalize=True) @self.events.subscribe async def on_stt_transcript_event_create_response(event: STTTranscriptEvent): @@ -399,7 +390,6 @@ async def close(self): hooks (e.g., WebRTC connections, plugin services). """ self._is_running = False - self._user_conversation_handle = None self.clear_call_logging_context() # Disconnect from MCP servers @@ -577,12 +567,12 @@ async def say( metadata=metadata, ) ) - await self.conversation.add_message( - Message( - content=text, - role="assistant", - user_id=user_id or self.agent_user.id, - ) + # Unified API: simple non-streaming message + await self.conversation.upsert_message( + role="assistant", + user_id=user_id or self.agent_user.id, + content=text, + completed=True, ) def _setup_turn_detection(self): diff --git a/agents-core/vision_agents/core/agents/conversation.py b/agents-core/vision_agents/core/agents/conversation.py index 42861532..4f6fc79b 100644 --- a/agents-core/vision_agents/core/agents/conversation.py +++ b/agents-core/vision_agents/core/agents/conversation.py @@ -3,7 +3,7 @@ import logging import uuid from abc import ABC, abstractmethod -from typing import Optional, List, Any, Dict, TypeVar, Generic +from typing import Optional, List, Any, Dict from dataclasses import dataclass @@ -24,163 +24,46 @@ def __post_init__(self): self.timestamp = datetime.datetime.now() -@dataclass -class StreamHandle: - """Handle for managing a streaming message. - - This lightweight object is returned when starting a streaming message - and must be passed to subsequent update operations. It encapsulates - the message ID and user ID, preventing accidental cross-contamination - between concurrent streams. - - Example: - # Start a streaming message - handle = conversation.start_streaming_message(role="assistant") - - # Update the message using the handle - conversation.append_to_message(handle, "Hello") - conversation.append_to_message(handle, " world!") - - # Complete the message - conversation.complete_message(handle) - """ - - message_id: Optional[str] = None - user_id: Optional[str] = None - - -class StreamingMessageHandler(ABC): - """Base class for handling streaming messages with out-of-order content support.""" - - def __init__(self, message_id: str, user_id: str, role: str): +class ContentBuffer: + """Manages out-of-order fragment buffering for streaming messages.""" + + def __init__(self): + self.fragments: Dict[int, str] = {} + self.last_index = -1 + self.accumulated = "" + + def add_fragment(self, index: int, text: str): + """Add a fragment and apply all sequential pending fragments.""" + self.fragments[index] = text + self._apply_pending() + + def _apply_pending(self): + """Apply all sequential fragments starting from last_index + 1.""" + while (self.last_index + 1) in self.fragments: + self.accumulated += self.fragments.pop(self.last_index + 1) + self.last_index += 1 + + def get_accumulated(self) -> str: + return self.accumulated + + def clear(self): + self.fragments.clear() + self.last_index = -1 + self.accumulated = "" + + +class MessageState: + """Internal state for tracking a message's lifecycle.""" + + def __init__(self, message_id: str): self.message_id = message_id - self.user_id = user_id - self.role = role - self.content = "" # Start with empty content - self.is_finalized = False - self.pending_fragments: Dict[int, str] = {} - self.last_content_index = -1 - self._content_created = False - self._apply_lock = asyncio.Lock() - self._creation_lock = asyncio.Lock() # Prevents race condition on _on_content_created - - async def append_content( - self, text: str, content_index: Optional[int] = None, finalize: bool = False - ): - """Append content to the message, handling out-of-order delivery. - - Args: - text: The text content to append - content_index: Optional index for ordering (starts at 0). If None, uses next sequential index. - finalize: If True, marks the message as completed - """ - if self.is_finalized: - raise RuntimeError(f"Cannot append to finalized message {self.message_id}") - - if content_index is None: - content_index = self.last_content_index + 1 - - # Store the fragment - self.pending_fragments[content_index] = text - - # Try to apply pending fragments in order - await self._apply_pending_fragments() - - if finalize: - await self.finalize() - - async def set_content(self, text: str, finalize: bool = False): - """Set the entire content of the message, replacing any existing content. - - Args: - text: The complete text content - finalize: If True, marks the message as completed - """ - if self.is_finalized: - raise RuntimeError( - f"Cannot set content on finalized message {self.message_id}" - ) - - self.content = text - self.pending_fragments.clear() - self.last_content_index = -1 - - # Use lock to prevent race condition: ensure only ONE call to _on_content_created - async with self._creation_lock: - if not self._content_created: - await self._on_content_created() - self._content_created = True - else: - await self._on_content_changed() - - if finalize: - await self.finalize() - - async def finalize(self): - """Mark the message as finalized and clean up.""" - if self.is_finalized: - return - - self.is_finalized = True - await self._on_finalized() - - async def update_message(self, text: str, replace_content: bool = True): - """Update the message content and finalize it. - - Args: - text: The text content to set/append - replace_content: If True, replace the entire content. If False, append to existing content. - """ - if replace_content: - await self.set_content(text, finalize=True) - else: - await self.append_content(text, finalize=True) - - async def _apply_pending_fragments(self): - """Apply pending fragments in sequential order.""" - async with self._apply_lock: - fragments_applied = 0 - while True: - next_index = self.last_content_index + 1 - if next_index in self.pending_fragments: - fragment = self.pending_fragments.pop(next_index) - self.content += fragment - self.last_content_index = next_index - fragments_applied += 1 - else: - break - - # Only send update to Stream after applying all available fragments - if fragments_applied > 0: - # Use lock to prevent race condition: ensure only ONE call to _on_content_created - async with self._creation_lock: - if not self._content_created: - await self._on_content_created() - self._content_created = True - else: - await self._on_content_changed() - - @abstractmethod - async def _on_content_created(self): - """Called when the message content is first created. Implementation-specific logic goes here.""" - pass + self.buffer = ContentBuffer() + self.created_in_backend = False # Has message been sent to Stream/DB? - @abstractmethod - async def _on_content_changed(self): - """Called when the message content changes. Implementation-specific logic goes here.""" - pass - - @abstractmethod - async def _on_finalized(self): - """Called when the message is finalized. Implementation-specific cleanup goes here.""" - pass - -# Type variable for the handler implementation -HandlerType = TypeVar("HandlerType", bound=StreamingMessageHandler) - - -class Conversation(ABC, Generic[HandlerType]): +class Conversation(ABC): + """Base conversation class with unified message API.""" + def __init__( self, instructions: str, @@ -188,306 +71,159 @@ def __init__( ): self.instructions = instructions self.messages = [m for m in messages] - self._streaming_handlers: Dict[str, HandlerType] = {} - self._handlers_lock = asyncio.Lock() - - @abstractmethod - async def add_message(self, message: Message, completed: bool = True): - """Add a message to the conversation. - - Args: - message: The Message object to add - completed: If True, mark the message as completed (not generating). - If False, mark as still generating. Defaults to True. - - Returns: - The result of the add operation (implementation-specific) - """ - ... - - @abstractmethod - async def update_message( + self._message_states: Dict[str, MessageState] = {} + self._lock = asyncio.Lock() # One lock to rule them all + + async def send_message( self, - message_id: str, - input_text: str, + role: str, user_id: str, - replace_content: bool, - completed: bool, - ): - """Update an existing message or create a new one if not found. - - Args: - message_id: The ID of the message to update - input_text: The text content to set or append - user_id: The ID of the user who owns the message - replace_content: If True, replace the entire message content. If False, append to existing content. - completed: If True, mark the message as completed (not generating). If False, mark as still generating. - - Returns: - The result of the update operation (implementation-specific) - """ - ... - - @abstractmethod - def _create_handler(self, message_id: str, user_id: str, role: str) -> HandlerType: - """Create a new handler instance. Implementation-specific.""" - pass - - async def get_streaming_message_handler( - self, message_id: str - ) -> Optional[HandlerType]: - """Get an existing streaming message handler by ID. - + content: str, + message_id: Optional[str] = None, + original: Any = None, + ) -> Message: + """Send a simple, complete message (non-streaming). + + This is a convenience method for the common case of sending a complete message. + For streaming messages, use upsert_message() directly. + Args: - message_id: The ID of the message handler to retrieve - + role: Message role (user/assistant/system) + user_id: User ID + content: Complete text content + message_id: Optional ID. If None, auto-generates. + original: Original event/object for metadata + Returns: - The handler if it exists, None otherwise + The Message object + + Examples: + # User message + await conv.send_message("user", "user123", "What's the weather?") + + # Assistant response + await conv.send_message("assistant", "agent", "It's sunny!") + + # System message + await conv.send_message("system", "system", "User joined") """ - async with self._handlers_lock: - return self._streaming_handlers.get(message_id) - - async def upsert_streaming_message_handler( + return await self.upsert_message( + role=role, + user_id=user_id, + content=content, + message_id=message_id, + completed=True, + original=original, + ) + + async def upsert_message( self, - message_id: str, - user_id: str, role: str, + user_id: str, content: str = "", + message_id: Optional[str] = None, content_index: Optional[int] = None, - ) -> HandlerType: - """Get or create a streaming message handler, ensuring only one exists per message_id. - + completed: bool = True, + replace: bool = False, + original: Any = None, + ) -> Message: + """Add or update a message. Handles streaming, non-streaming, everything. + Args: - message_id: The ID of the message handler - user_id: The ID of the user - role: The role of the message sender - content: The content fragment to add (optional, defaults to empty string) - content_index: The index of this content fragment (optional, auto-increments if not provided) - + role: Message role (user/assistant/system) + user_id: User ID + content: Text content (can be partial or complete) + message_id: Optional ID. If None, auto-generates. If provided, updates existing. + content_index: For streaming deltas. If provided, buffers out-of-order fragments. + completed: If True, finalizes the message. If False, keeps it as "generating". + replace: If True, replaces all content. If False, appends/merges with deltas. + original: Original event/object for metadata + Returns: - The handler instance + The Message object (newly created or updated) + + Examples: + # Streaming delta + await conv.upsert_message("assistant", "agent", "Hello", msg_id, content_index=0, completed=False) + + # Completion (replaces partial content) + await conv.upsert_message("assistant", "agent", "Hello world!", msg_id, completed=True, replace=True) + + # Simple non-streaming + await conv.upsert_message("user", "user123", "Hi there!") """ - async with self._handlers_lock: - handler = self._streaming_handlers.get(message_id) - - if handler is None: - # Check if a message with this ID already exists (completion event arrived first) - existing_message = next( - (msg for msg in self.messages if msg.id == message_id), None + async with self._lock: + # Generate ID if not provided + if message_id is None: + message_id = str(uuid.uuid4()) + + # Find or create message + message = self._find_message(message_id) + if message is None: + # New message + message = Message( + id=message_id, + role=role, + user_id=user_id, + content="", + original=original ) - - if existing_message is not None: - # Message already exists, don't create handler - return None - - # Create new handler - handler = self._create_handler(message_id, user_id, role) - self._streaming_handlers[message_id] = handler - - # Add content if provided (outside the lock to avoid blocking other operations) - if content and handler is not None: - await handler.append_content(content, content_index) - - return handler - - async def _remove_handler(self, message_id: str): - """Remove a handler from the active handlers dict.""" - async with self._handlers_lock: - self._streaming_handlers.pop(message_id, None) - - # Streaming message convenience methods - async def start_streaming_message( - self, - role: str = "assistant", - user_id: Optional[str] = None, - initial_content: str = "", - ) -> StreamHandle: - """Start a new streaming message and return a handle for subsequent operations. - - This method simplifies the management of streaming messages by returning a handle - that encapsulates the message ID and user ID. Use the handle with append_to_message, - replace_message, and complete_message methods. - - Args: - role: The role of the message sender (default: "assistant") - user_id: The ID of the user (default: same as role) - initial_content: Initial content for the message (default: empty string) - - Returns: - StreamHandle: A handle to use for subsequent operations on this message - - Example: - # Simple usage - handle = conversation.start_streaming_message() - conversation.append_to_message(handle, "Processing...") - conversation.replace_message(handle, "Here's the answer: ") - conversation.append_to_message(handle, "42") - conversation.complete_message(handle) - - # Multiple concurrent streams - user_handle = conversation.start_streaming_message(role="user", user_id="user123") - assistant_handle = conversation.start_streaming_message(role="assistant") - - # Update both independently - conversation.append_to_message(user_handle, "Hello") - conversation.append_to_message(assistant_handle, "Hi there!") - - # Complete in any order - conversation.complete_message(user_handle) - conversation.complete_message(assistant_handle) - """ - message = Message( - original=None, - content=initial_content, - role=role, - user_id=user_id or role, - id=None, # Will be assigned during add - ) - await self.add_message(message, completed=False) - # The message now has an ID assigned by the add_message flow - # Find it in the messages list (it's the last one added) - added_message = self.messages[-1] - return StreamHandle(message_id=added_message.id, user_id=added_message.user_id) - - async def append_to_message(self, handle: StreamHandle, text: str): - """Append text to a streaming message identified by the handle. - - Args: - handle: The StreamHandle returned by start_streaming_message - text: Text to append to the message - """ - await self.update_message( - message_id=handle.message_id, - input_text=text, - user_id=handle.user_id, - replace_content=False, - completed=False, - ) - - async def replace_message(self, handle: StreamHandle, text: str): - """Replace the content of a streaming message identified by the handle. - - Args: - handle: The StreamHandle returned by start_streaming_message - text: Text to replace the message content with - """ - await self.update_message( - message_id=handle.message_id, - input_text=text, - user_id=handle.user_id, - replace_content=True, - completed=False, - ) - - async def complete_message(self, handle: StreamHandle): - """Mark a streaming message as completed. - + self.messages.append(message) + state = MessageState(message_id) + self._message_states[message_id] = state + else: + # Existing message - get its state + state = self._message_states.get(message_id) + if state is None: + # Message exists but no state - was already completed + # Ignore late updates (deltas arriving after completion) + logger.debug( + f"Message {message_id} already completed, ignoring update. " + f"This happens when deltas arrive after completion." + ) + return message + + # Update content + if content_index is not None: + # Streaming: buffer fragments in order + state.buffer.add_fragment(content_index, content) + message.content = state.buffer.get_accumulated() + elif replace: + # Replace all content + state.buffer.clear() + message.content = content + else: + # Append to existing + message.content += content + + # Sync to backend (implementation-specific) + await self._sync_to_backend(message, state, completed) + + # Cleanup state if completed + if completed: + self._message_states.pop(message_id, None) + + return message + + @abstractmethod + async def _sync_to_backend(self, message: Message, state: MessageState, completed: bool): + """Sync message to backend storage. Implementation-specific. + Args: - handle: The StreamHandle returned by start_streaming_message + message: The message to sync + state: The message's internal state + completed: If True, finalize the message. If False, mark as still generating. """ - # We need to find the message to get its current content - # so we can set completed without changing the content - message = next( - (msg for msg in self.messages if msg.id == handle.message_id), None - ) - if message: - # Use replace mode with the current content to avoid space issues - await self.update_message( - message_id=handle.message_id, - input_text=message.content, - user_id=handle.user_id, - replace_content=True, - completed=True, - ) - - -class InMemoryStreamingMessageHandler(StreamingMessageHandler): - """In-memory implementation of StreamingMessageHandler.""" - - def __init__( - self, - message_id: str, - user_id: str, - role: str, - conversation: "InMemoryConversation", - ): - super().__init__(message_id, user_id, role) - self.conversation = conversation - - async def _on_content_created(self): - """Called when content is first created. For in-memory, same as content changed.""" - await self._on_content_changed() - - async def _on_content_changed(self): - """Update the message in the conversation's messages list.""" - if self.conversation: - # Find and update the message - for message in self.conversation.messages: - if message.id == self.message_id: - message.content = self.content - break - - async def _on_finalized(self): - """Remove the handler from the conversation when finalized.""" - if self.conversation: - await self.conversation._remove_handler(self.message_id) - - -class InMemoryConversation(Conversation[InMemoryStreamingMessageHandler]): - messages: List[Message] - - def __init__(self, instructions: str, messages: List[Message]): - super().__init__(instructions, messages) - - def lookup(self, id: str) -> Optional[Message]: - """Internal method to find message by ID - needed by StreamConversation""" - msgs = [m for m in self.messages if m.id == id] - if msgs: - return msgs[0] - return None - - def _create_handler( - self, message_id: str, user_id: str, role: str - ) -> InMemoryStreamingMessageHandler: - """Create a new in-memory streaming message handler.""" - # Create the message first (empty content initially, will be updated by handler) - message = Message(content="", role=role, user_id=user_id, id=message_id) - self.messages.append(message) - - # Create and return the handler - return InMemoryStreamingMessageHandler( - message_id=message_id, user_id=user_id, role=role, conversation=self - ) - - async def add_message(self, message: Message, completed: bool = True): - self.messages.append(message) - # In-memory conversation doesn't need to handle completed flag - return None - - async def update_message( - self, - message_id: str, - input_text: str, - user_id: str, - replace_content: bool, - completed: bool, - ): - # Find the message by id - message = self.lookup(message_id) - - if message is None: - logger.info(f"message {message_id} not found, create one instead") - return await self.add_message( - Message( - user_id=user_id, id=message_id, content=input_text, original=None - ), - completed=completed, - ) + pass + + def _find_message(self, message_id: str) -> Optional[Message]: + """Find a message by ID.""" + return next((m for m in self.messages if m.id == message_id), None) - if replace_content: - message.content = input_text - else: - message.content += input_text - # In-memory conversation just updates the message, no external API call - return None +class InMemoryConversation(Conversation): + """In-memory conversation (no external storage).""" + + async def _sync_to_backend(self, message: Message, state: MessageState, completed: bool): + """No-op for in-memory storage - message is already in self.messages.""" + pass diff --git a/examples/01_simple_agent_example/simple_agent_example.py b/examples/01_simple_agent_example/simple_agent_example.py index 3b063e66..ae51a5cf 100644 --- a/examples/01_simple_agent_example/simple_agent_example.py +++ b/examples/01_simple_agent_example/simple_agent_example.py @@ -3,24 +3,29 @@ from dotenv import load_dotenv from vision_agents.core import User, Agent -from vision_agents.plugins import cartesia, deepgram, openai, getstream, smart_turn +from vision_agents.plugins import cartesia, deepgram, getstream, smart_turn, gemini load_dotenv() + async def start_agent() -> None: - llm = openai.LLM(model="gpt-4o-mini") + llm = gemini.LLM("gemini-2.0-flash") # create an agent to run with Stream's edge, openAI llm agent = Agent( edge=getstream.Edge(), # low latency edge. clients for React, iOS, Android, RN, Flutter etc. - agent_user=User(name="My happy AI friend", id="agent"), # the user object for the agent (name, image etc) + agent_user=User( + name="My happy AI friend", id="agent" + ), # the user object for the agent (name, image etc) instructions="You're a voice AI assistant. Keep responses short and conversational. Don't use special characters or formatting. Be friendly and helpful.", processors=[], # processors can fetch extra data, check images/audio data or transform video # llm with tts & stt. if you use a realtime (sts capable) llm the tts, stt and vad aren't needed llm=llm, tts=cartesia.TTS(), stt=deepgram.STT(), - turn_detection=smart_turn.TurnDetection(buffer_duration=2.0, confidence_threshold=0.5), # Enable turn detection with FAL/ Smart turn - #vad=silero.VAD(), + turn_detection=smart_turn.TurnDetection( + buffer_duration=2.0, confidence_threshold=0.5 + ), # Enable turn detection with FAL/ Smart turn + # vad=silero.VAD(), # realtime version (vad, tts and stt not needed) # llm=openai.Realtime() ) @@ -37,17 +42,21 @@ async def start_agent() -> None: # Example 1: standardized simple response # await agent.llm.simple_response("chat with the user about the weather.") # Example 2: use native openAI create response - # await llm.create_response(input=[ - # { - # "role": "user", - # "content": [ - # {"type": "input_text", "text": "Tell me a short poem about this image"}, - # {"type": "input_image", "image_url": f"https://images.unsplash.com/photo-1757495361144-0c2bfba62b9e?q=80&w=2340&auto=format&fit=crop&ixlib=rb-4.1.0&ixid=M3wxMjA3fDB8MHxwaG90by1wYWdlfHx8fGVufDB8fHx8fA%3D%3D"}, - # ], - # } - # ],) + # await llm.create_response(input=[ + # { + # "role": "user", + # "content": [ + # {"type": "input_text", "text": "Tell me a short poem about this image"}, + # {"type": "input_image", "image_url": f"https://images.unsplash.com/photo-1757495361144-0c2bfba62b9e?q=80&w=2340&auto=format&fit=crop&ixlib=rb-4.1.0&ixid=M3wxMjA3fDB8MHxwaG90by1wYWdlfHx8fGVufDB8fHx8fA%3D%3D"}, + # ], + # } + # ],) # run till the call ends + # await agent.say("Hello, how are you?") + # await asyncio.sleep(5) + + await agent.simple_response("tell me a very very short story, max 100 words") await agent.finish() diff --git a/plugins/getstream/tests/test_stream_conversation.py b/plugins/getstream/tests/test_stream_conversation.py index a85ba163..f68bda65 100644 --- a/plugins/getstream/tests/test_stream_conversation.py +++ b/plugins/getstream/tests/test_stream_conversation.py @@ -10,17 +10,16 @@ from getstream.models import MessageRequest, ChannelInput, MessagePaginationParams from getstream import AsyncStream -from vision_agents.core.agents.conversation import ( - Message, -) +from vision_agents.core.agents.conversation import Message from vision_agents.plugins.getstream.stream_conversation import StreamConversation logger = logging.getLogger(__name__) load_dotenv() + class TestStreamConversation: - """Test suite for StreamConversation class.""" + """Test suite for StreamConversation with unified API.""" @pytest.fixture def mock_channel(self): @@ -39,6 +38,7 @@ def mock_channel(self): # Mock send_message response mock_response = Mock() mock_response.data.message.id = "stream-message-123" + mock_response.data.message.type = "regular" # Create async mock for send_message channel.send_message = AsyncMock(return_value=mock_response) @@ -49,378 +49,318 @@ def mock_channel(self): def stream_conversation(self, mock_channel): """Create a StreamConversation instance with mocked dependencies.""" instructions = "You are a helpful assistant." - messages = [ - Message( - original=None, - content="Hello", - role="user", - user_id="user1", - ) - ] - # Set IDs for messages - for i, msg in enumerate(messages): - msg.id = f"msg-{i}" - + messages = [] conversation = StreamConversation( instructions=instructions, messages=messages, channel=mock_channel ) - - # Pre-populate some stream IDs for testing - conversation.internal_ids_to_stream_ids = { - "msg-0": "stream-msg-0" - } - return conversation @pytest.mark.asyncio - async def test_initialization(self, stream_conversation, mock_channel): - """Test StreamConversation initialization.""" - assert stream_conversation.channel == mock_channel - assert isinstance(stream_conversation.internal_ids_to_stream_ids, dict) - assert len(stream_conversation.messages) == 1 - - @pytest.mark.asyncio - async def test_add_message(self, stream_conversation, mock_channel): - """Test adding a message to the stream with default completed=True.""" - new_message = Message( - original=None, - content="Test message", + async def test_send_message_simple(self, stream_conversation, mock_channel): + """Test send_message convenience method.""" + message = await stream_conversation.send_message( role="user", - user_id="user123" + user_id="user123", + content="Hello", ) - new_message.id = "new-msg-id" - - await stream_conversation.add_message(new_message) - # Verify message was added locally immediately - assert len(stream_conversation.messages) == 2 - assert stream_conversation.messages[-1] == new_message + # Verify message was added + assert len(stream_conversation.messages) == 1 + assert stream_conversation.messages[0].content == "Hello" + assert stream_conversation.messages[0].role == "user" + assert stream_conversation.messages[0].user_id == "user123" # Verify Stream API was called mock_channel.send_message.assert_called_once() call_args = mock_channel.send_message.call_args - request = call_args[0][0] assert isinstance(request, MessageRequest) - assert request.text == "Test message" + assert request.text == "Hello" assert request.user_id == "user123" - - # Verify ID mapping was stored - assert "new-msg-id" in stream_conversation.internal_ids_to_stream_ids - assert stream_conversation.internal_ids_to_stream_ids["new-msg-id"] == "stream-message-123" + assert request.custom.get("generating") == False # completed=True by default @pytest.mark.asyncio - async def test_add_message_with_completed_false(self, stream_conversation, mock_channel): - """Test adding a message with completed=False (still generating).""" - # Reset mocks - mock_channel.send_message.reset_mock() - mock_channel.client.ephemeral_message_update.reset_mock() - mock_channel.client.update_message_partial.reset_mock() - - new_message = Message( - original=None, - content="Generating message", - role="assistant", - user_id="assistant" + async def test_upsert_simple_message(self, stream_conversation, mock_channel): + """Test adding a simple non-streaming message with upsert.""" + message = await stream_conversation.upsert_message( + role="user", + user_id="user123", + content="Hello", + completed=True, ) - new_message.id = "gen-msg-id" - - await stream_conversation.add_message(new_message, completed=False) - # Verify message was added locally - assert len(stream_conversation.messages) == 2 - assert stream_conversation.messages[-1] == new_message + # Verify message was added + assert len(stream_conversation.messages) == 1 + assert stream_conversation.messages[0].content == "Hello" + assert stream_conversation.messages[0].role == "user" + assert stream_conversation.messages[0].user_id == "user123" # Verify Stream API was called mock_channel.send_message.assert_called_once() + call_args = mock_channel.send_message.call_args + request = call_args[0][0] + assert isinstance(request, MessageRequest) + assert request.text == "Hello" + assert request.user_id == "user123" @pytest.mark.asyncio - async def test_update_message_existing(self, stream_conversation, mock_channel): - """Test updating an existing message by appending content.""" - # Update existing message by appending (replace_content=False, completed=False) - await stream_conversation.update_message( - message_id="msg-0", - input_text=" additional text", - user_id="user1", - replace_content=False, - completed=False - ) - - # Verify message content was appended immediately - assert stream_conversation.messages[0].content == "Hello additional text" - - # Verify Stream API was called with ephemeral_message_update (not completed) - mock_channel.client.ephemeral_message_update.assert_called_once() - call_args = mock_channel.client.ephemeral_message_update.call_args - assert call_args[0][0] == "stream-msg-0" # stream message ID - assert call_args[1]["user_id"] == "user1" - assert call_args[1]["set"]["text"] == "Hello additional text" - assert call_args[1]["set"]["generating"] is True # not completed = still generating - - @pytest.mark.asyncio - async def test_update_message_replace(self, stream_conversation, mock_channel): - """Test replacing message content (replace_content=True).""" - # Mock update_message_partial for completed messages - mock_channel.client.update_message_partial = AsyncMock(return_value=Mock()) + async def test_upsert_streaming_deltas(self, stream_conversation, mock_channel): + """Test streaming message with deltas.""" + msg_id = str(uuid.uuid4()) - await stream_conversation.update_message( - message_id="msg-0", - input_text="Replaced content", - user_id="user1", - replace_content=True, - completed=True + # Delta 1 + await stream_conversation.upsert_message( + role="assistant", + user_id="agent", + content="Hello", + message_id=msg_id, + content_index=0, + completed=False, ) - # Verify message content was replaced - assert stream_conversation.messages[0].content == "Replaced content" + assert len(stream_conversation.messages) == 1 + assert stream_conversation.messages[0].content == "Hello" + mock_channel.send_message.assert_called_once() - # Verify Stream API was called with update_message_partial (completed) - mock_channel.client.update_message_partial.assert_called_once() - call_args = mock_channel.client.update_message_partial.call_args - assert call_args[0][0] == "stream-msg-0" # stream message ID - assert call_args[1]["user_id"] == "user1" - assert call_args[1]["set"]["text"] == "Replaced content" - assert call_args[1]["set"]["generating"] is False # completed = not generating - - @pytest.mark.asyncio - async def test_update_message_not_found(self, stream_conversation, mock_channel): - """Test updating a non-existent message creates a new one.""" - # Reset the send_message mock for this test + # Delta 2 mock_channel.send_message.reset_mock() - - await stream_conversation.update_message( - message_id="non-existent-id", - input_text="New message content", - user_id="user2", - replace_content=True, - completed=False + await stream_conversation.upsert_message( + role="assistant", + user_id="agent", + content=" world", + message_id=msg_id, + content_index=1, + completed=False, ) - # Should have added a new message - assert len(stream_conversation.messages) == 2 - - # Verify the new message was created correctly - new_msg = stream_conversation.messages[-1] - assert new_msg.id == "non-existent-id" - assert new_msg.content == "New message content" - assert new_msg.user_id == "user2" - - # Verify send_message was called (not update) - mock_channel.send_message.assert_called_once() + assert len(stream_conversation.messages) == 1 + assert stream_conversation.messages[0].content == "Hello world" + # Should call ephemeral update, not send_message + mock_channel.send_message.assert_not_called() + mock_channel.client.ephemeral_message_update.assert_called_once() @pytest.mark.asyncio - async def test_update_message_completed_vs_generating(self, stream_conversation, mock_channel): - """Test that completed=True calls update_message_partial and completed=False calls ephemeral_message_update.""" - # Mock update_message_partial for completed messages - mock_channel.client.update_message_partial = AsyncMock(return_value=Mock()) - - # Test with completed=False (still generating) - await stream_conversation.update_message( - message_id="msg-0", - input_text=" in progress", - user_id="user1", - replace_content=False, - completed=False - ) - - # Should call ephemeral_message_update - mock_channel.client.ephemeral_message_update.assert_called() - mock_channel.client.update_message_partial.assert_not_called() - - # Reset mocks - mock_channel.client.ephemeral_message_update.reset_mock() + async def test_upsert_streaming_completion(self, stream_conversation, mock_channel): + """Test streaming message followed by completion.""" + msg_id = str(uuid.uuid4()) - # Test with completed=True - await stream_conversation.update_message( - message_id="msg-0", - input_text="Final content", - user_id="user1", - replace_content=True, - completed=True + # Streaming deltas + await stream_conversation.upsert_message( + role="assistant", + user_id="agent", + content="Hello", + message_id=msg_id, + content_index=0, + completed=False, ) - # Should call update_message_partial - mock_channel.client.update_message_partial.assert_called_once() - mock_channel.client.ephemeral_message_update.assert_not_called() - - @pytest.mark.asyncio - async def test_update_message_no_stream_id(self, stream_conversation, mock_channel): - """Test updating a message without a stream ID mapping.""" - # Add a message without stream ID mapping - new_msg = Message( - original=None, - content="Test", - role="user", - user_id="user3" + await stream_conversation.upsert_message( + role="assistant", + user_id="agent", + content=" world", + message_id=msg_id, + content_index=1, + completed=False, ) - new_msg.id = "unmapped-msg" - stream_conversation.messages.append(new_msg) - # Try to update it by appending - await stream_conversation.update_message( - message_id="unmapped-msg", - input_text=" updated", - user_id="user3", - replace_content=False, - completed=False + # Completion - replace with final text + await stream_conversation.upsert_message( + role="assistant", + user_id="agent", + content="Hello world!", + message_id=msg_id, + completed=True, + replace=True, ) - # Message should still be updated locally (with space handling) - assert stream_conversation.messages[-1].content == "Test updated" + # Should have only 1 message + assert len(stream_conversation.messages) == 1 + assert stream_conversation.messages[0].content == "Hello world!" - # Since there's no stream_id mapping, the API call should be skipped - # This is the expected behavior - we don't sync messages without stream IDs - mock_channel.client.ephemeral_message_update.assert_not_called() + # Should call update_message_partial for completion + mock_channel.client.update_message_partial.assert_called_once() @pytest.mark.asyncio - async def test_streaming_message_handle(self, stream_conversation, mock_channel): - """Test streaming message with handle API.""" - # Reset mocks - mock_channel.send_message.reset_mock() - mock_channel.client.ephemeral_message_update.reset_mock() - mock_channel.client.update_message_partial.reset_mock() - - # Start a streaming message - handle = await stream_conversation.start_streaming_message(role="assistant", initial_content="Processing") - - # Verify message was added and marked as generating - assert len(stream_conversation.messages) == 2 - assert stream_conversation.messages[-1].content == "Processing" - assert stream_conversation.messages[-1].role == "assistant" - assert handle.user_id == "assistant" - - # Verify send_message was called - mock_channel.send_message.assert_called_once() - - # Reset for next operations - mock_channel.client.ephemeral_message_update.reset_mock() - - # Append to the message - await stream_conversation.append_to_message(handle, "...") - assert stream_conversation.messages[-1].content == "Processing..." - - mock_channel.client.ephemeral_message_update.assert_called_once() - - # Replace the message - await stream_conversation.replace_message(handle, "Complete response") - assert stream_conversation.messages[-1].content == "Complete response" + async def test_upsert_out_of_order_deltas(self, stream_conversation, mock_channel): + """Test that out-of-order deltas are buffered correctly.""" + msg_id = str(uuid.uuid4()) + + # Send deltas out of order + await stream_conversation.upsert_message( + role="assistant", user_id="agent", + content=" world", message_id=msg_id, content_index=1, completed=False + ) - assert mock_channel.client.ephemeral_message_update.call_count == 2 + # Message should exist but only have content when index 0 arrives + assert len(stream_conversation.messages) == 1 + assert stream_conversation.messages[0].content == "" # Waiting for index 0 - # Complete the message - mock_channel.client.update_message_partial.reset_mock() - await stream_conversation.complete_message(handle) + # Now send index 0 + await stream_conversation.upsert_message( + role="assistant", user_id="agent", + content="Hello", message_id=msg_id, content_index=0, completed=False + ) - mock_channel.client.update_message_partial.assert_called_once() + # Now it should have both + assert stream_conversation.messages[0].content == "Hello world" @pytest.mark.asyncio - async def test_multiple_streaming_handles(self, stream_conversation, mock_channel): - """Test multiple concurrent streaming messages with Stream API.""" - # Reset mocks - mock_channel.send_message.reset_mock() - mock_channel.client.ephemeral_message_update.reset_mock() - - # Mock different message IDs for each send - mock_response1 = Mock() - mock_response1.data.message.id = "stream-msg-1" - mock_response2 = Mock() - mock_response2.data.message.id = "stream-msg-2" - mock_channel.send_message.side_effect = [mock_response1, mock_response2] - - # Start two streaming messages with empty initial content - handle1 = await stream_conversation.start_streaming_message(role="user", user_id="user123", initial_content="") - handle2 = await stream_conversation.start_streaming_message(role="assistant", initial_content="") - - assert len(stream_conversation.messages) == 3 # 1 initial + 2 new - - # Update them independently - await stream_conversation.append_to_message(handle1, "Hello?") - await stream_conversation.append_to_message(handle2, "Hi there!") - - # Find messages by their handles to verify correct updates - msg1 = next(msg for msg in stream_conversation.messages if msg.id == handle1.message_id) - msg2 = next(msg for msg in stream_conversation.messages if msg.id == handle2.message_id) + async def test_upsert_replace_vs_append(self, stream_conversation, mock_channel): + """Test replace vs append behavior.""" + msg_id = str(uuid.uuid4()) + + # Create message + await stream_conversation.upsert_message( + role="assistant", user_id="agent", + content="Hello", message_id=msg_id, completed=False + ) - assert msg1.content == "Hello?" - assert msg2.content == "Hi there!" + # Append + await stream_conversation.upsert_message( + role="assistant", user_id="agent", + content=" world", message_id=msg_id, completed=False, replace=False + ) - # Verify ephemeral updates were called for both - assert mock_channel.client.ephemeral_message_update.call_count >= 2 + assert stream_conversation.messages[0].content == "Hello world" - # Complete both - await stream_conversation.complete_message(handle1) - await stream_conversation.complete_message(handle2) + # Replace + await stream_conversation.upsert_message( + role="assistant", user_id="agent", + content="Goodbye", message_id=msg_id, completed=True, replace=True + ) - # Verify update_message_partial was called for both completions - assert mock_channel.client.update_message_partial.call_count == 2 + assert stream_conversation.messages[0].content == "Goodbye" @pytest.mark.integration @pytest.mark.asyncio -async def test_large_message_handling_fails(): - """Test that large messages (>1000 chars) fail as expected. - - This test should FAIL because the feature is currently broken. - We want this test to fail to track the issue. - """ - - # Create a test channel +async def test_streaming_deltas_then_completion_integration(): + """Integration test: streaming deltas followed by completion.""" channel_id = f"test-channel-{uuid.uuid4()}" chat_client = AsyncStream().chat channel = chat_client.channel("messaging", channel_id) - # Create the channel in Stream await channel.get_or_create( data=ChannelInput(created_by_id="test-user"), ) - # Create a conversation conversation = StreamConversation( instructions="Test conversation", messages=[], channel=channel ) - large_content = "A" * 30000 # 30000 characters, well over the 1000 limit + msg_id = str(uuid.uuid4()) + + # Send streaming deltas + logger.info("Sending deltas...") + await conversation.upsert_message( + role="assistant", user_id="agent", + content="Hello", message_id=msg_id, content_index=0, completed=False + ) + + await conversation.upsert_message( + role="assistant", user_id="agent", + content=" world", message_id=msg_id, content_index=1, completed=False + ) - # This should work (create the message) - message = Message( - original=None, - content=large_content, - role="assistant", - user_id="test-agent" + await conversation.upsert_message( + role="assistant", user_id="agent", + content="!", message_id=msg_id, content_index=2, completed=False ) - message.id = str(uuid.uuid4()) - # This should fail because the message is too large for Stream's limits - with pytest.raises(Exception): - await conversation.add_message(message) + # Complete the message + logger.info("Completing message...") + await conversation.upsert_message( + role="assistant", user_id="agent", + content="Hello world!", message_id=msg_id, completed=True, replace=True + ) + + # Verify only 1 message in memory + assert len(conversation.messages) == 1 + assert conversation.messages[0].content == "Hello world!" + + # Verify only 1 message in Stream + response = await channel.get_or_create(state=True, messages=MessagePaginationParams(limit=10)) + assert len(response.data.messages) == 1 + assert response.data.messages[0].text == "Hello world!" + + logger.info("✅ Test passed: Only 1 message created") @pytest.mark.integration @pytest.mark.asyncio -async def test_content_index(): +async def test_completion_before_deltas_integration(): + """Integration test: completion arrives before deltas (race condition).""" channel_id = f"test-channel-{uuid.uuid4()}" chat_client = AsyncStream().chat channel = chat_client.channel("messaging", channel_id) - - # Create the channel in Stream + await channel.get_or_create( data=ChannelInput(created_by_id="test-user"), ) - - # Create a conversation + conversation = StreamConversation( instructions="Test conversation", messages=[], channel=channel ) + + msg_id = str(uuid.uuid4()) + full_text = "Hello world!" + + # Completion arrives first + logger.info("Completion arrives first...") + await conversation.upsert_message( + role="assistant", user_id="agent", + content=full_text, message_id=msg_id, completed=True, replace=True + ) + + assert len(conversation.messages) == 1 + assert conversation.messages[0].content == full_text + + # Deltas arrive late (should be no-op since message is completed) + logger.info("Late deltas arrive...") + await conversation.upsert_message( + role="assistant", user_id="agent", + content="Hello", message_id=msg_id, content_index=0, completed=False + ) + + # Should still be only 1 message with full text (deltas ignored after completion) + assert len(conversation.messages) == 1 + assert conversation.messages[0].content == full_text + + # Verify only 1 message in Stream + response = await channel.get_or_create(state=True, messages=MessagePaginationParams(limit=10)) + assert len(response.data.messages) == 1 + assert response.data.messages[0].text == full_text + + logger.info("✅ Test passed: Only 1 message, late deltas ignored") - coros = [] - item_id = str(uuid.uuid4()) +@pytest.mark.integration +@pytest.mark.asyncio +async def test_out_of_order_fragments_integration(): + """Integration test: out-of-order delta fragments.""" + channel_id = f"test-channel-{uuid.uuid4()}" + chat_client = AsyncStream().chat + channel = chat_client.channel("messaging", channel_id) + + await channel.get_or_create( + data=ChannelInput(created_by_id="test-user"), + ) + + conversation = StreamConversation( + instructions="Test conversation", + messages=[], + channel=channel + ) + + msg_id = str(uuid.uuid4()) + + # Send fragments out of order chunks = [ (0, "once"), (1, " upon"), @@ -433,23 +373,26 @@ async def test_content_index(): (8, " far"), (9, " away"), ] - + shuffle(chunks) - + for idx, txt in chunks: - coros += [conversation.upsert_streaming_message_handler( - message_id=item_id, - user_id="agent", - role="assistant", - content=txt, - content_index=idx, - )] - print(txt) - await asyncio.sleep(0.01) - - # asyncio is weird - handlers = await asyncio.gather(*coros) - await handlers[0].finalize() + await conversation.upsert_message( + role="assistant", user_id="agent", + content=txt, message_id=msg_id, content_index=idx, completed=False + ) + + # Complete the message + await conversation.upsert_message( + role="assistant", user_id="agent", + content="once upon a time in a galaxy far far away", + message_id=msg_id, completed=True, replace=True + ) + + # Verify only 1 message + assert len(conversation.messages) == 1 + + # Verify in Stream response = await channel.get_or_create(state=True, messages=MessagePaginationParams(limit=10)) assert len(response.data.messages) == 1 assert response.data.messages[0].text == "once upon a time in a galaxy far far away" @@ -457,87 +400,92 @@ async def test_content_index(): @pytest.mark.integration @pytest.mark.asyncio -async def test_streaming_deltas_then_finalize_no_duplicate(): - """Test that simulates Agent's LLM flow: deltas arrive, then completed event. +async def test_race_condition_delta_and_completion_concurrent(): + """Test the exact race condition from the bug report. - This test should ensure only 1 message is created (not 2). - Simulates the exact flow from agents.py: - 1. _handle_output_text_delta calls upsert_streaming_message_handler for each delta - 2. on_llm_response_sync_conversation finds the handler and calls update_message + Simulates delta and completion events arriving at nearly the same time + (both checking state before either completes). """ channel_id = f"test-channel-{uuid.uuid4()}" chat_client = AsyncStream().chat channel = chat_client.channel("messaging", channel_id) - # Create the channel in Stream await channel.get_or_create( data=ChannelInput(created_by_id="test-user"), ) - # Create a conversation conversation = StreamConversation( instructions="Test conversation", messages=[], channel=channel ) - item_id = str(uuid.uuid4()) + msg_id = str(uuid.uuid4()) + + # Send delta and completion concurrently (race condition) + logger.info("Sending delta and completion concurrently...") + await asyncio.gather( + # Delta arrives + conversation.upsert_message( + role="assistant", user_id="agent", + content="The", message_id=msg_id, content_index=0, completed=False + ), + # Completion arrives at same time + conversation.upsert_message( + role="assistant", user_id="agent", + content="The old lighthouse keeper...", + message_id=msg_id, completed=True, replace=True + ), + ) - # Simulate delta events arriving (like _handle_output_text_delta) - logger.info("Simulating delta events...") - logger.info(f"Initial message count: {len(conversation.messages)}") + # Should have only 1 message (not 2!) + assert len(conversation.messages) == 1 + assert conversation.messages[0].content == "The old lighthouse keeper..." - # Delta 1 - handler = await conversation.upsert_streaming_message_handler( - message_id=item_id, - user_id="agent", - role="assistant", - content="Hello", - content_index=0, - ) - logger.info(f"After delta 1, message count: {len(conversation.messages)}, messages: {[m.content for m in conversation.messages]}") - - # Delta 2 - await conversation.upsert_streaming_message_handler( - message_id=item_id, - user_id="agent", - role="assistant", - content=" world", - content_index=1, - ) - logger.info(f"After delta 2, message count: {len(conversation.messages)}, messages: {[m.content for m in conversation.messages]}") - - # Delta 3 - await conversation.upsert_streaming_message_handler( - message_id=item_id, - user_id="agent", - role="assistant", - content="!", - content_index=2, - ) - logger.info(f"After delta 3, message count: {len(conversation.messages)}, messages: {[m.content for m in conversation.messages]}") + # Verify only 1 message in Stream + response = await channel.get_or_create(state=True, messages=MessagePaginationParams(limit=10)) + assert len(response.data.messages) == 1, f"Expected 1 message, got {len(response.data.messages)}" + assert response.data.messages[0].text == "The old lighthouse keeper..." + + logger.info("✅ Race condition test passed: Only 1 message created") + + +@pytest.mark.integration +@pytest.mark.asyncio +async def test_concurrent_messages(): + """Test multiple concurrent streaming messages.""" + channel_id = f"test-channel-{uuid.uuid4()}" + chat_client = AsyncStream().chat + channel = chat_client.channel("messaging", channel_id) - # Check that only 1 message exists in conversation.messages so far - assert len(conversation.messages) == 1, f"Expected 1 message after deltas, got {len(conversation.messages)}: {[m.content for m in conversation.messages]}" - assert conversation.messages[0].content == "Hello world!", f"Expected 'Hello world!', got '{conversation.messages[0].content}'" + await channel.get_or_create( + data=ChannelInput(created_by_id="test-user"), + ) - # Simulate completed event (like on_llm_response_sync_conversation) - logger.info("Simulating completed event...") - existing_handler = await conversation.get_streaming_message_handler(item_id) - assert existing_handler is not None, "Handler should exist after deltas" + conversation = StreamConversation( + instructions="Test conversation", + messages=[], + channel=channel + ) - # This is what agents.py does when handler exists - await existing_handler.update_message("Hello world!", replace_content=True) - logger.info(f"After finalization, message count: {len(conversation.messages)}, messages: {[m.content for m in conversation.messages]}") + msg_id_1 = str(uuid.uuid4()) + msg_id_2 = str(uuid.uuid4()) + + # Stream two messages concurrently + await asyncio.gather( + conversation.upsert_message( + role="user", user_id="user1", + content="Question 1", message_id=msg_id_1, completed=True + ), + conversation.upsert_message( + role="assistant", user_id="agent", + content="Answer 1", message_id=msg_id_2, completed=True + ), + ) - # Verify still only 1 message in conversation.messages - assert len(conversation.messages) == 1, f"Expected 1 message after finalization, got {len(conversation.messages)}: {[m.content for m in conversation.messages]}" - assert conversation.messages[0].content == "Hello world!", f"Expected 'Hello world!', got '{conversation.messages[0].content}'" + # Should have 2 messages + assert len(conversation.messages) == 2 - # Verify only 1 message in Stream Chat channel + # Verify in Stream response = await channel.get_or_create(state=True, messages=MessagePaginationParams(limit=10)) - logger.info(f"Stream Chat messages: {[(m.id, m.text) for m in response.data.messages]}") - assert len(response.data.messages) == 1, f"Expected 1 message in Stream, got {len(response.data.messages)}: {[(m.id, m.text) for m in response.data.messages]}" - assert response.data.messages[0].text == "Hello world!", f"Expected 'Hello world!', got '{response.data.messages[0].text}'" - - logger.info(f"✅ Test passed: Only 1 message created") + assert len(response.data.messages) == 2 diff --git a/plugins/getstream/vision_agents/plugins/getstream/stream_conversation.py b/plugins/getstream/vision_agents/plugins/getstream/stream_conversation.py index e08665c8..008eff04 100644 --- a/plugins/getstream/vision_agents/plugins/getstream/stream_conversation.py +++ b/plugins/getstream/vision_agents/plugins/getstream/stream_conversation.py @@ -6,219 +6,93 @@ from getstream.base import StreamAPIException from vision_agents.core.agents.conversation import ( - InMemoryConversation, + Conversation, Message, - StreamingMessageHandler, + MessageState, ) logger = logging.getLogger(__name__) -class StreamStreamingMessageHandler(StreamingMessageHandler): - """Stream implementation of StreamingMessageHandler.""" - - def __init__( - self, - message_id: str, - user_id: str, - role: str, - conversation: "StreamConversation" = None, - ): - super().__init__(message_id, user_id, role) - self.conversation = conversation - self.stream_message_id: str = None - - async def _on_content_created(self): - """Create the message in Stream using send_message.""" - if self.conversation and self.conversation.channel: - try: - # Send the message to Stream - request = MessageRequest(text=self.content, user_id=self.user_id) - response = await self.conversation.channel.send_message(request) - - # Store the mapping between internal ID and Stream message ID - self.stream_message_id = response.data.message.id - self.conversation.internal_ids_to_stream_ids[self.message_id] = ( - self.stream_message_id - ) - - logger.debug( - f"Created Stream message {self.stream_message_id} for internal message {self.message_id}" - ) - except Exception as e: - logger.error( - f"Failed to create Stream message for {self.message_id}: {e}" - ) - raise - - # Also update the message in the conversation's messages list - if self.conversation: - for message in self.conversation.messages: - if message.id == self.message_id: - message.content = self.content - break - - async def _on_content_changed(self): - """Update the message in Stream using ephemeral_message_update.""" - if self.conversation and self.conversation.channel and self.stream_message_id: - try: - await self.conversation.channel.client.ephemeral_message_update( - self.stream_message_id, - user_id=self.user_id, - set={"text": self.content, "generating": True}, - ) - logger.debug( - f"Updated Stream message {self.stream_message_id} with content: {self.content[:50]}..." - ) - except Exception as e: - logger.error( - f"Failed to update Stream message {self.stream_message_id}: {e}" - ) - # Don't re-raise - let content accumulate in memory and update when finalized - - # Also update the message in the conversation's messages list - if self.conversation: - for message in self.conversation.messages: - if message.id == self.message_id: - message.content = self.content - break - - async def _on_finalized(self): - """Finalize the message in Stream using update_message_partial.""" - if self.conversation and self.conversation.channel and self.stream_message_id: - try: - await self.conversation.channel.client.update_message_partial( - self.stream_message_id, - user_id=self.user_id, - set={"text": self.content, "generating": False}, - ) - logger.debug(f"Finalized Stream message {self.stream_message_id}") - except Exception as e: - logger.error( - f"Failed to finalize Stream message {self.stream_message_id}: {e}" - ) - raise - - # Remove the handler from the conversation when finalized - if self.conversation: - await self.conversation._remove_handler(self.message_id) - - -class StreamConversation(InMemoryConversation): - """ - Persists the message history to a stream channel & messages - """ - - messages: List[Message] - - # maps internal ids to stream message ids +class StreamConversation(Conversation): + """Persists the message history to a Stream channel & messages.""" + + # Maps internal message IDs to Stream message IDs internal_ids_to_stream_ids: Dict[str, str] - channel: Channel def __init__(self, instructions: str, messages: List[Message], channel: Channel): super().__init__(instructions, messages) - self.messages = messages self.channel = channel self.internal_ids_to_stream_ids = {} - def _create_handler( - self, message_id: str, user_id: str, role: str - ) -> StreamStreamingMessageHandler: - """Create a new Stream streaming message handler.""" - # Create the message first (empty content initially, will be updated by handler) - message = Message(content="", role=role, user_id=user_id, id=message_id) - self.messages.append(message) - - # Create and return the handler - return StreamStreamingMessageHandler( - message_id=message_id, user_id=user_id, role=role, conversation=self - ) - - async def add_message(self, message: Message, completed: bool = True): - """Add a message to the Stream conversation. - - Args: - message: The Message object to add - completed: If True, mark the message as completed using update_message_partial. - If False, mark as still generating using ephemeral_message_update. - - Returns: - None - """ - self.messages.append(message) - - # Send the message to Stream - request = MessageRequest( - text=message.content, - user_id=message.user_id, - custom={"generating": not completed}, - ) - response = await self.channel.send_message(request) - if response.data.message.type == "error": - raise StreamAPIException( - response=response.__response, - ) - - # Store the mapping between internal ID and Stream message ID - stream_id = response.data.message.id - self.internal_ids_to_stream_ids[message.id] = stream_id - - async def update_message( - self, - message_id: str, - input_text: str, - user_id: str, - replace_content: bool, - completed: bool, - ): - """Update a message in the Stream conversation. - - This method updates both the local message content and syncs with the Stream API. - If the message doesn't exist, it creates a new one. - + async def _sync_to_backend(self, message: Message, state: MessageState, completed: bool): + """Sync message to Stream Chat API. + Args: - message_id: The ID of the message to update - input_text: The text content to set or append - user_id: The ID of the user who owns the message - replace_content: If True, replace the entire message content. If False, append to existing content. - completed: If True, mark the message as completed using update_message_partial. - If False, mark as still generating using ephemeral_message_update. - - Returns: - None + message: The message to sync + state: The message's internal state + completed: If True, finalize the message. If False, mark as still generating. """ - # First, update the local message using the superclass logic - await super().update_message( - message_id, input_text, user_id, replace_content, completed - ) - - # Get the updated message for Stream API sync - message = self.lookup(message_id) - if message is None: - # This shouldn't happen after super().update_message, but handle gracefully - logger.warning(f"message {message_id} not found after update") - return None - - stream_id = self.internal_ids_to_stream_ids.get(message_id) - if stream_id is None: - logger.warning( - f"stream_id for message {message_id} not found, skipping Stream API update" - ) - return None - - # Update the message in Stream - if completed: - await self.channel.client.update_message_partial( - stream_id, - user_id=message.user_id, - set={"text": message.content, "generating": False}, - ) + if not state.created_in_backend: + # Create message in Stream for the first time + try: + request = MessageRequest( + text=message.content, + user_id=message.user_id, + custom={"generating": not completed} + ) + response = await self.channel.send_message(request) + + if response.data.message.type == "error": + raise StreamAPIException(response=response.__response) + + # Store mapping + stream_message_id = response.data.message.id + self.internal_ids_to_stream_ids[message.id] = stream_message_id + state.created_in_backend = True + + # Store stream ID in state for subsequent updates + state.stream_message_id = stream_message_id + + logger.debug( + f"Created Stream message {stream_message_id} for internal message {message.id}" + ) + except Exception as e: + logger.error(f"Failed to create Stream message for {message.id}: {e}") + raise else: - await self.channel.client.ephemeral_message_update( - stream_id, - user_id=message.user_id, - set={"text": message.content, "generating": True}, - ) - - return None + # Update existing message in Stream + stream_message_id = getattr(state, 'stream_message_id', None) + if stream_message_id is None: + # Fallback to lookup + stream_message_id = self.internal_ids_to_stream_ids.get(message.id) + + if stream_message_id is None: + logger.warning( + f"stream_id for message {message.id} not found, skipping Stream API update" + ) + return + + try: + if completed: + # Finalize with update_message_partial + await self.channel.client.update_message_partial( + stream_message_id, + user_id=message.user_id, + set={"text": message.content, "generating": False} + ) + logger.debug(f"Finalized Stream message {stream_message_id}") + else: + # Update with ephemeral_message_update (still generating) + await self.channel.client.ephemeral_message_update( + stream_message_id, + user_id=message.user_id, + set={"text": message.content, "generating": True} + ) + logger.debug( + f"Updated Stream message {stream_message_id} (generating)" + ) + except Exception as e: + logger.error(f"Failed to update Stream message {stream_message_id}: {e}") + # Don't re-raise on update failures - message is in memory From e93adb6ab74e7ca8f363975e85f213bca2b6ff80 Mon Sep 17 00:00:00 2001 From: Tommaso Barbugli Date: Wed, 15 Oct 2025 15:53:54 +0200 Subject: [PATCH 12/25] another way, a better way --- .../vision_agents/core/agents/conversation.py | 1 + .../simple_agent_example.py | 31 +- .../getstream/tests/test_message_chunking.py | 483 ++++++++++++++++++ .../tests/test_stream_conversation.py | 185 +++++++ .../plugins/getstream/stream_conversation.py | 326 ++++++++++-- 5 files changed, 966 insertions(+), 60 deletions(-) create mode 100644 plugins/getstream/tests/test_message_chunking.py diff --git a/agents-core/vision_agents/core/agents/conversation.py b/agents-core/vision_agents/core/agents/conversation.py index 4f6fc79b..dea912d5 100644 --- a/agents-core/vision_agents/core/agents/conversation.py +++ b/agents-core/vision_agents/core/agents/conversation.py @@ -59,6 +59,7 @@ def __init__(self, message_id: str): self.message_id = message_id self.buffer = ContentBuffer() self.created_in_backend = False # Has message been sent to Stream/DB? + self.backend_message_ids: List[str] = [] # For chunking: multiple backend IDs per internal ID class Conversation(ABC): diff --git a/examples/01_simple_agent_example/simple_agent_example.py b/examples/01_simple_agent_example/simple_agent_example.py index ae51a5cf..63464ee4 100644 --- a/examples/01_simple_agent_example/simple_agent_example.py +++ b/examples/01_simple_agent_example/simple_agent_example.py @@ -7,25 +7,20 @@ load_dotenv() - async def start_agent() -> None: llm = gemini.LLM("gemini-2.0-flash") # create an agent to run with Stream's edge, openAI llm agent = Agent( edge=getstream.Edge(), # low latency edge. clients for React, iOS, Android, RN, Flutter etc. - agent_user=User( - name="My happy AI friend", id="agent" - ), # the user object for the agent (name, image etc) + agent_user=User(name="My happy AI friend", id="agent"), # the user object for the agent (name, image etc) instructions="You're a voice AI assistant. Keep responses short and conversational. Don't use special characters or formatting. Be friendly and helpful.", processors=[], # processors can fetch extra data, check images/audio data or transform video # llm with tts & stt. if you use a realtime (sts capable) llm the tts, stt and vad aren't needed llm=llm, tts=cartesia.TTS(), stt=deepgram.STT(), - turn_detection=smart_turn.TurnDetection( - buffer_duration=2.0, confidence_threshold=0.5 - ), # Enable turn detection with FAL/ Smart turn - # vad=silero.VAD(), + turn_detection=smart_turn.TurnDetection(buffer_duration=2.0, confidence_threshold=0.5), # Enable turn detection with FAL/ Smart turn + #vad=silero.VAD(), # realtime version (vad, tts and stt not needed) # llm=openai.Realtime() ) @@ -42,21 +37,21 @@ async def start_agent() -> None: # Example 1: standardized simple response # await agent.llm.simple_response("chat with the user about the weather.") # Example 2: use native openAI create response - # await llm.create_response(input=[ - # { - # "role": "user", - # "content": [ - # {"type": "input_text", "text": "Tell me a short poem about this image"}, - # {"type": "input_image", "image_url": f"https://images.unsplash.com/photo-1757495361144-0c2bfba62b9e?q=80&w=2340&auto=format&fit=crop&ixlib=rb-4.1.0&ixid=M3wxMjA3fDB8MHxwaG90by1wYWdlfHx8fGVufDB8fHx8fA%3D%3D"}, - # ], - # } - # ],) + # await llm.create_response(input=[ + # { + # "role": "user", + # "content": [ + # {"type": "input_text", "text": "Tell me a short poem about this image"}, + # {"type": "input_image", "image_url": f"https://images.unsplash.com/photo-1757495361144-0c2bfba62b9e?q=80&w=2340&auto=format&fit=crop&ixlib=rb-4.1.0&ixid=M3wxMjA3fDB8MHxwaG90by1wYWdlfHx8fGVufDB8fHx8fA%3D%3D"}, + # ], + # } + # ],) # run till the call ends # await agent.say("Hello, how are you?") # await asyncio.sleep(5) - await agent.simple_response("tell me a very very short story, max 100 words") + await agent.simple_response("tell me a fun story about two developers comparing OOP and functional, the text reply should contain some nice markdown formatting like bold and italic to reflect how they are talking to each other, also fine to include smileys in the text reply. THe idea is that they except small code snippets in haskell and java. Keep it smart and funny") await agent.finish() diff --git a/plugins/getstream/tests/test_message_chunking.py b/plugins/getstream/tests/test_message_chunking.py new file mode 100644 index 00000000..23c4da07 --- /dev/null +++ b/plugins/getstream/tests/test_message_chunking.py @@ -0,0 +1,483 @@ +""" +Unit tests for message chunking logic in StreamConversation. + +Tests the markdown-aware chunking algorithm and chunk management. +""" +import pytest +from unittest.mock import Mock, AsyncMock +from vision_agents.plugins.getstream.stream_conversation import StreamConversation +from vision_agents.core.agents.conversation import Message + + +class TestMessageChunking: + """Test suite for message chunking logic.""" + + @pytest.fixture + def conversation(self): + """Create a StreamConversation with small chunk size for testing.""" + mock_channel = Mock() + mock_channel.channel_type = "messaging" + mock_channel.channel_id = "test-channel" + + conversation = StreamConversation( + instructions="Test", + messages=[], + channel=mock_channel, + chunk_size=50, # Small size for easy testing + ) + return conversation + + def test_no_chunking_needed(self, conversation): + """Test that small messages aren't chunked.""" + text = "Hello world" + chunks = conversation._smart_chunk(text, 50) + + assert len(chunks) == 1 + assert chunks[0] == "Hello world" + + def test_simple_chunking(self, conversation): + """Test basic chunking at line boundaries.""" + text = "Line 1 is here\nLine 2 is here\nLine 3 is here\nLine 4 is here\nLine 5 is here" + chunks = conversation._smart_chunk(text, 30) + + # Should split into multiple chunks + assert len(chunks) > 1 + + # Verify all content is preserved + reconstructed = '\n'.join(chunks) + # Remove extra whitespace for comparison + assert reconstructed.replace('\n\n', '\n').strip() == text.strip() + + def test_code_block_not_split(self, conversation): + """Test that code blocks stay together.""" + text = """Here is some code: + +```python +def hello(): + return "world" +``` + +And more text.""" + + chunks = conversation._smart_chunk(text, 100) + + # Code block should stay intact in one chunk + has_complete_code_block = any('```python' in chunk and 'return "world"' in chunk and '```' in chunk for chunk in chunks) + assert has_complete_code_block, "Code block was split incorrectly" + + def test_code_block_in_own_chunk(self, conversation): + """Test that large code blocks get their own chunk.""" + text = """Short intro. + +```python +def function_one(): + return "value" + +def function_two(): + return "another" +``` + +More text after.""" + + chunks = conversation._smart_chunk(text, 60) + + # Should create multiple chunks + assert len(chunks) >= 2 + + # Find chunk with code block + code_chunk = next((c for c in chunks if '```python' in c), None) + assert code_chunk is not None + assert '```' in code_chunk # Should have closing backticks + + def test_very_large_code_block_split(self, conversation): + """Test that code blocks larger than max_size are split at newlines.""" + # Create a code block that's too large + code_lines = ["def function_{}():".format(i) for i in range(20)] + text = "```python\n" + "\n".join(code_lines) + "\n```" + + chunks = conversation._smart_chunk(text, 80) + + # Should be split despite being in code block + assert len(chunks) > 1 + + # All chunks should have content + for chunk in chunks: + assert len(chunk) > 0 + + def test_paragraph_chunking(self, conversation): + """Test chunking at paragraph boundaries.""" + text = "Paragraph one with some text here.\n\nParagraph two with more text.\n\nParagraph three here." + + chunks = conversation._smart_chunk(text, 40) + + # Should split at paragraph boundaries + assert len(chunks) >= 2 + + # Content preserved + reconstructed = '\n'.join(chunk.strip() for chunk in chunks) + # Normalize whitespace for comparison + assert 'Paragraph one' in reconstructed + assert 'Paragraph two' in reconstructed + assert 'Paragraph three' in reconstructed + + def test_empty_text(self, conversation): + """Test chunking empty text.""" + chunks = conversation._smart_chunk("", 50) + + assert len(chunks) == 1 + assert chunks[0] == "" + + def test_exact_boundary(self, conversation): + """Test text that's exactly at the boundary.""" + text = "A" * 50 # Exactly chunk_size + chunks = conversation._smart_chunk(text, 50) + + assert len(chunks) == 1 + assert chunks[0] == text + + def test_one_char_over(self, conversation): + """Test text that's one character over the limit.""" + text = "A" * 51 + chunks = conversation._smart_chunk(text, 50) + + # Should be split (no newlines, so splits anywhere) + assert len(chunks) >= 1 + + def test_multiple_code_blocks(self, conversation): + """Test text with multiple code blocks.""" + text = """First block: + +```python +code1() +``` + +Middle text. + +```javascript +code2() +``` + +End text.""" + + chunks = conversation._smart_chunk(text, 60) + + # Both code blocks should be complete + full_text = '\n'.join(chunks) + assert full_text.count('```python') == full_text.count('```') / 2 or '```python' in full_text + assert 'code1()' in full_text + assert 'code2()' in full_text + + def test_nested_markdown(self, conversation): + """Test text with nested markdown (lists, code, etc).""" + text = """# Header + +- List item 1 +- List item 2 + - Nested item + +Some text. + +```python +code() +```""" + + chunks = conversation._smart_chunk(text, 70) + + # Content should be preserved + full_text = '\n'.join(chunks) + assert '# Header' in full_text or 'Header' in full_text + assert 'List item 1' in full_text + assert 'code()' in full_text + + def test_split_large_block_basic(self, conversation): + """Test _split_large_block with basic text.""" + block = "Line 1\nLine 2\nLine 3\nLine 4\nLine 5\nLine 6" + chunks = conversation._split_large_block(block, 20) + + assert len(chunks) > 1 + + # Verify content preserved + reconstructed = ''.join(chunks) + assert 'Line 1' in reconstructed + assert 'Line 6' in reconstructed + + def test_split_large_block_single_long_line(self, conversation): + """Test _split_large_block with line longer than max_size.""" + block = "A" * 100 # Single line, no newlines + chunks = conversation._split_large_block(block, 20) + + # Should include the line anyway (can't split further) + assert len(chunks) >= 1 + assert "A" * 100 in ''.join(chunks) + + +class TestChunkingIntegration: + """Integration tests for chunking with mocked Stream API.""" + + @pytest.fixture + def mock_channel(self): + """Create a mock channel with tracking.""" + channel = Mock() + channel.channel_type = "messaging" + channel.channel_id = "test-channel" + + # Mock client + channel.client = Mock() + channel.client.update_message_partial = AsyncMock(return_value=Mock()) + channel.client.ephemeral_message_update = AsyncMock(return_value=Mock()) + channel.client.delete_message = AsyncMock(return_value=Mock()) # Add delete_message to client + + # Track messages sent + channel.sent_messages = [] + + async def mock_send_message(request): + mock_response = Mock() + mock_response.data.message.id = f"chunk-{len(channel.sent_messages)}" + mock_response.data.message.type = "regular" + channel.sent_messages.append(request) + return mock_response + + channel.send_message = mock_send_message + + return channel + + @pytest.fixture + def conversation(self, mock_channel): + """Create conversation with small chunk size.""" + return StreamConversation( + instructions="Test", + messages=[], + channel=mock_channel, + chunk_size=50, # Small for testing + ) + + @pytest.mark.asyncio + async def test_large_message_creates_multiple_chunks(self, conversation, mock_channel): + """Test that large messages are automatically chunked.""" + # Create a message that will need 3 chunks + large_text = "A" * 120 # 120 chars = 3 chunks at 50 chars each + + await conversation.send_message( + role="assistant", + user_id="agent", + content=large_text, + ) + + # Should have 1 message in conversation.messages + assert len(conversation.messages) == 1 + assert conversation.messages[0].content == large_text + + # Should have created 3 chunks in Stream + assert len(mock_channel.sent_messages) == 3 + + # Verify chunk metadata + for i, msg_request in enumerate(mock_channel.sent_messages): + assert msg_request.custom["chunk_index"] == i + assert msg_request.custom["total_chunks"] == 3 + assert msg_request.custom["chunk_group"] == conversation.messages[0].id + + # Only last chunk has generating=False + is_last = (i == 2) + assert msg_request.custom["generating"] == (not is_last) or msg_request.custom["generating"] == False + + @pytest.mark.asyncio + async def test_streaming_grows_creates_new_chunk(self, conversation, mock_channel): + """Test that streaming content growing beyond chunk_size creates new chunks.""" + msg_id = "test-msg" + + # Start with small content (1 chunk) + await conversation.upsert_message( + role="assistant", user_id="agent", + content="Short", message_id=msg_id, content_index=0, completed=False + ) + + assert len(mock_channel.sent_messages) == 1 + assert conversation.messages[0].content == "Short" + # First chunk created with generating=True (it's the last/only chunk initially) + assert mock_channel.sent_messages[0].custom["generating"] == True + + # Add more content to exceed chunk_size (should create 2nd chunk) + await conversation.upsert_message( + role="assistant", user_id="agent", + content="X" * 60, message_id=msg_id, completed=False, replace=True + ) + + # Should have created a new chunk (2 total) + assert len(mock_channel.sent_messages) == 2 + + # Chunk 1 (last, newly created): should have generating=True + assert mock_channel.sent_messages[1].custom["chunk_index"] == 1 + assert mock_channel.sent_messages[1].custom["generating"] == True + + # First chunk should have been updated via ephemeral to generating=False (it's now intermediate) + assert mock_channel.client.ephemeral_message_update.call_count >= 1 + + # Check first chunk was updated to generating=False + first_chunk_updates = [ + call for call in mock_channel.client.ephemeral_message_update.call_args_list + if call[0][0] == "chunk-0" # First chunk ID + ] + if first_chunk_updates: + # Most recent update should have generating=False + assert first_chunk_updates[-1][1]["set"]["generating"] == False + + @pytest.mark.asyncio + async def test_completion_shrinks_deletes_chunks(self, conversation, mock_channel): + """Test that completion with shorter text deletes extra chunks.""" + msg_id = "test-msg" + + # Start with large content (3 chunks) + large_text = "X" * 120 + await conversation.upsert_message( + role="assistant", user_id="agent", + content=large_text, message_id=msg_id, completed=False + ) + + initial_chunk_count = len(mock_channel.sent_messages) + assert initial_chunk_count >= 2 + + # Complete with shorter text (1 chunk) + short_text = "Done" + await conversation.upsert_message( + role="assistant", user_id="agent", + content=short_text, message_id=msg_id, completed=True, replace=True + ) + + # Should have deleted extra chunks + assert mock_channel.client.delete_message.call_count == initial_chunk_count - 1 + + @pytest.mark.asyncio + async def test_code_block_preserved_in_chunk(self, conversation, mock_channel): + """Test that code blocks are kept intact when possible.""" + text = """Intro text. + +```python +def hello(): + return "world" +``` + +End.""" + + await conversation.send_message( + role="assistant", + user_id="agent", + content=text, + ) + + # Verify code block is complete in at least one chunk + full_text = ''.join(req.text for req in mock_channel.sent_messages) + assert '```python' in full_text + assert 'def hello():' in full_text + assert 'return "world"' in full_text + assert full_text.count('```') >= 2 # Opening and closing + + @pytest.mark.asyncio + async def test_chunk_metadata_correct(self, conversation, mock_channel): + """Test that chunk metadata is set correctly.""" + large_text = "A" * 120 # Will create 3 chunks + + message = await conversation.send_message( + role="assistant", + user_id="agent", + content=large_text, + ) + + chunks_created = len(mock_channel.sent_messages) + + # Verify metadata on all chunks + for i, req in enumerate(mock_channel.sent_messages): + assert req.custom["chunk_group"] == message.id + assert req.custom["chunk_index"] == i + assert req.custom["total_chunks"] == chunks_created + + # Only last chunk has generating (and it's False since completed=True) + is_last = (i == chunks_created - 1) + if is_last: + assert req.custom["generating"] == False + else: + assert req.custom["generating"] == False # Intermediate chunks never generating + + @pytest.mark.asyncio + async def test_streaming_chunk_generating_flag(self, conversation, mock_channel): + """Test that generating flag is only on last chunk during streaming.""" + msg_id = "test-msg" + + # Create large streaming message (3 chunks) + large_text = "X" * 120 + await conversation.upsert_message( + role="assistant", user_id="agent", + content=large_text, message_id=msg_id, completed=False + ) + + # Check the requests sent + chunks_sent = len(mock_channel.sent_messages) + assert chunks_sent >= 2 + + # Check generating flag on each chunk + for i, req in enumerate(mock_channel.sent_messages): + is_last = (i == chunks_sent - 1) + if is_last: + assert req.custom["generating"] == True, f"Last chunk {i} should have generating=True" + else: + assert req.custom["generating"] == False, f"Intermediate chunk {i} should have generating=False" + + +class TestChunkingSentenceBoundaries: + """Test chunking at sentence boundaries.""" + + def test_sentence_chunking(self): + """Test chunking respects sentence boundaries when possible.""" + conversation = StreamConversation( + instructions="Test", + messages=[], + channel=Mock(), + chunk_size=40, + ) + + text = "First sentence here. Second sentence here. Third sentence. Fourth sentence here." + chunks = conversation._smart_chunk(text, 40) + + # Should split at sentence boundaries + assert len(chunks) >= 2 + + # Content preserved + full = '\n'.join(chunks) + assert 'First sentence' in full + assert 'Fourth sentence' in full + + def test_split_large_block_preserves_content(self): + """Test that _split_large_block preserves all content.""" + conversation = StreamConversation( + instructions="Test", + messages=[], + channel=Mock(), + chunk_size=30, + ) + + block = "Line 1\nLine 2\nLine 3\nLine 4\nLine 5" + chunks = conversation._split_large_block(block, 20) + + # Verify all lines present + full = ''.join(chunks) + for i in range(1, 6): + assert f"Line {i}" in full + + def test_split_large_block_single_long_line(self): + """Test splitting when a single line exceeds max_size.""" + conversation = StreamConversation( + instructions="Test", + messages=[], + channel=Mock(), + chunk_size=30, + ) + + # Single line that's way too long + block = "A" * 100 + chunks = conversation._split_large_block(block, 20) + + # Should still create chunk(s) - can't split further + assert len(chunks) >= 1 + + # Content preserved + assert "A" * 100 in ''.join(chunks) + diff --git a/plugins/getstream/tests/test_stream_conversation.py b/plugins/getstream/tests/test_stream_conversation.py index f68bda65..1ce84af0 100644 --- a/plugins/getstream/tests/test_stream_conversation.py +++ b/plugins/getstream/tests/test_stream_conversation.py @@ -489,3 +489,188 @@ async def test_concurrent_messages(): # Verify in Stream response = await channel.get_or_create(state=True, messages=MessagePaginationParams(limit=10)) assert len(response.data.messages) == 2 + + +@pytest.mark.integration +@pytest.mark.asyncio +async def test_large_message_chunking_integration(): + """Integration test: large message automatically chunked in Stream.""" + channel_id = f"test-channel-{uuid.uuid4()}" + chat_client = AsyncStream().chat + channel = chat_client.channel("messaging", channel_id) + + await channel.get_or_create( + data=ChannelInput(created_by_id="test-user"), + ) + + # Small chunk size for testing + conversation = StreamConversation( + instructions="Test conversation", + messages=[], + channel=channel, + chunk_size=200, # Small for testing + ) + + # Create a message that needs chunking + large_text = "A" * 500 # 500 chars = 3 chunks at 200 chars + + logger.info(f"Sending large message ({len(large_text)} chars)...") + await conversation.send_message( + role="assistant", + user_id="agent", + content=large_text, + ) + + # Should have 1 message in conversation.messages + assert len(conversation.messages) == 1 + assert conversation.messages[0].content == large_text + + # Should have 3 chunks in Stream + response = await channel.get_or_create(state=True, messages=MessagePaginationParams(limit=10)) + assert len(response.data.messages) == 3, f"Expected 3 chunks, got {len(response.data.messages)}" + + # Verify chunk metadata + for i, stream_msg in enumerate(response.data.messages): + assert stream_msg.custom.get("chunk_group") == conversation.messages[0].id + assert stream_msg.custom.get("chunk_index") == i + assert stream_msg.custom.get("total_chunks") == 3 + + # Verify all chunks have generating=False (completed=True) + for i, stream_msg in enumerate(response.data.messages): + assert stream_msg.custom.get("generating") == False + + # Verify content is preserved + full_content = ''.join(msg.text for msg in response.data.messages) + assert full_content == large_text + + logger.info("✅ Large message chunking test passed") + + +@pytest.mark.integration +@pytest.mark.asyncio +async def test_streaming_with_chunking_integration(): + """Integration test: streaming message that grows and requires chunking.""" + channel_id = f"test-channel-{uuid.uuid4()}" + chat_client = AsyncStream().chat + channel = chat_client.channel("messaging", channel_id) + + await channel.get_or_create( + data=ChannelInput(created_by_id="test-user"), + ) + + conversation = StreamConversation( + instructions="Test conversation", + messages=[], + channel=channel, + chunk_size=100, # Small for testing + ) + + msg_id = str(uuid.uuid4()) + + # Start with small content (1 chunk) + logger.info("Starting with small content...") + await conversation.upsert_message( + role="assistant", user_id="agent", + content="A" * 50, message_id=msg_id, completed=False + ) + + # Grow to 2 chunks + logger.info("Growing to 2 chunks...") + await conversation.upsert_message( + role="assistant", user_id="agent", + content="A" * 150, message_id=msg_id, completed=False, replace=True + ) + + # Grow to 3 chunks + logger.info("Growing to 3 chunks...") + await conversation.upsert_message( + role="assistant", user_id="agent", + content="A" * 250, message_id=msg_id, completed=False, replace=True + ) + + # Complete with 2 chunks (shrink) + logger.info("Completing with 2 chunks...") + final_text = "A" * 150 + await conversation.upsert_message( + role="assistant", user_id="agent", + content=final_text, message_id=msg_id, completed=True, replace=True + ) + + # Should have 1 message in memory + assert len(conversation.messages) == 1 + assert conversation.messages[0].content == final_text + + # Should have 2 chunks in Stream (3rd deleted) + response = await channel.get_or_create(state=True, messages=MessagePaginationParams(limit=10)) + assert len(response.data.messages) == 2, f"Expected 2 chunks, got {len(response.data.messages)}" + + # All chunks should have generating=False (completed) + for stream_msg in response.data.messages: + assert stream_msg.custom.get("generating") == False + + # Content preserved + full_content = ''.join(msg.text for msg in response.data.messages) + assert full_content == final_text + + logger.info("✅ Streaming with chunking test passed") + + +@pytest.mark.integration +@pytest.mark.asyncio +async def test_markdown_chunking_integration(): + """Integration test: markdown code blocks preserved during chunking.""" + channel_id = f"test-channel-{uuid.uuid4()}" + chat_client = AsyncStream().chat + channel = chat_client.channel("messaging", channel_id) + + await channel.get_or_create( + data=ChannelInput(created_by_id="test-user"), + ) + + conversation = StreamConversation( + instructions="Test conversation", + messages=[], + channel=channel, + chunk_size=150, # Small for testing + ) + + # Message with code block that forces chunking + markdown_text = """Here's some sample code: + +```python +def calculate_sum(a, b): + result = a + b + return result + +def calculate_product(a, b): + result = a * b + return result +``` + +And here's more text after the code block to force multiple chunks.""" + + logger.info("Sending markdown message...") + await conversation.send_message( + role="assistant", + user_id="agent", + content=markdown_text, + ) + + # Should have 1 message in memory + assert len(conversation.messages) == 1 + + # Should have multiple chunks in Stream + response = await channel.get_or_create(state=True, messages=MessagePaginationParams(limit=10)) + chunk_count = len(response.data.messages) + logger.info(f"Created {chunk_count} chunks") + + # Reconstruct full text + full_content = ''.join(msg.text for msg in response.data.messages) + + # Verify code block is intact + assert '```python' in full_content + assert 'def calculate_sum' in full_content + assert 'def calculate_product' in full_content + assert full_content.count('```') >= 2 # Opening and closing + + logger.info("✅ Markdown chunking test passed") diff --git a/plugins/getstream/vision_agents/plugins/getstream/stream_conversation.py b/plugins/getstream/vision_agents/plugins/getstream/stream_conversation.py index 008eff04..88cd61d3 100644 --- a/plugins/getstream/vision_agents/plugins/getstream/stream_conversation.py +++ b/plugins/getstream/vision_agents/plugins/getstream/stream_conversation.py @@ -1,4 +1,5 @@ import logging +import re from typing import List, Dict from getstream.models import MessageRequest @@ -15,84 +16,325 @@ class StreamConversation(Conversation): - """Persists the message history to a Stream channel & messages.""" + """Persists the message history to a Stream channel with automatic chunking.""" - # Maps internal message IDs to Stream message IDs + # Maps internal message IDs to first Stream message ID (for backward compatibility) internal_ids_to_stream_ids: Dict[str, str] channel: Channel + chunk_size: int - def __init__(self, instructions: str, messages: List[Message], channel: Channel): + def __init__( + self, + instructions: str, + messages: List[Message], + channel: Channel, + chunk_size: int = 1000, + ): + """Initialize StreamConversation with automatic message chunking. + + Args: + instructions: System instructions + messages: Initial messages + channel: Stream channel for persistence + chunk_size: Maximum characters per message chunk (default 1000) + """ super().__init__(instructions, messages) self.channel = channel self.internal_ids_to_stream_ids = {} + self.chunk_size = chunk_size async def _sync_to_backend(self, message: Message, state: MessageState, completed: bool): - """Sync message to Stream Chat API. + """Sync message to Stream Chat API with automatic chunking. Args: message: The message to sync state: The message's internal state completed: If True, finalize the message. If False, mark as still generating. """ + # Split message into chunks (markdown-aware) + chunks = self._smart_chunk(message.content, self.chunk_size) + if not state.created_in_backend: - # Create message in Stream for the first time + # CREATE: Send all chunks to Stream + await self._create_chunks(message, state, chunks, completed) + state.created_in_backend = True + else: + # UPDATE: Update/create/delete chunks as needed + await self._update_chunks(message, state, chunks, completed) + + async def _create_chunks( + self, message: Message, state: MessageState, chunks: List[str], completed: bool + ): + """Create all chunks for a new message.""" + for i, chunk_text in enumerate(chunks): + is_last_chunk = (i == len(chunks) - 1) + + request = MessageRequest( + text=chunk_text, + user_id=message.user_id, + custom={ + # Only the LAST chunk has "generating" flag + "generating": not completed if is_last_chunk else False, + "chunk_group": message.id, + "chunk_index": i, + "total_chunks": len(chunks), + } + ) + try: - request = MessageRequest( - text=message.content, - user_id=message.user_id, - custom={"generating": not completed} - ) response = await self.channel.send_message(request) if response.data.message.type == "error": raise StreamAPIException(response=response.__response) - # Store mapping - stream_message_id = response.data.message.id - self.internal_ids_to_stream_ids[message.id] = stream_message_id - state.created_in_backend = True - - # Store stream ID in state for subsequent updates - state.stream_message_id = stream_message_id + chunk_id = response.data.message.id + state.backend_message_ids.append(chunk_id) logger.debug( - f"Created Stream message {stream_message_id} for internal message {message.id}" + f"Created chunk {i+1}/{len(chunks)} (Stream ID: {chunk_id}) " + f"for message {message.id}" ) except Exception as e: - logger.error(f"Failed to create Stream message for {message.id}: {e}") + logger.error(f"Failed to create chunk {i} for message {message.id}: {e}") raise - else: - # Update existing message in Stream - stream_message_id = getattr(state, 'stream_message_id', None) - if stream_message_id is None: - # Fallback to lookup - stream_message_id = self.internal_ids_to_stream_ids.get(message.id) - - if stream_message_id is None: - logger.warning( - f"stream_id for message {message.id} not found, skipping Stream API update" - ) - return + + # Store first chunk ID for backward compatibility + if state.backend_message_ids: + self.internal_ids_to_stream_ids[message.id] = state.backend_message_ids[0] + + async def _update_chunks( + self, message: Message, state: MessageState, new_chunks: List[str], completed: bool + ): + """Update existing chunks, creating or deleting as needed.""" + old_chunk_count = len(state.backend_message_ids) + new_chunk_count = len(new_chunks) + + # Update existing chunks + for i in range(min(old_chunk_count, new_chunk_count)): + chunk_id = state.backend_message_ids[i] + chunk_text = new_chunks[i] + is_last_chunk = (i == new_chunk_count - 1) try: if completed: # Finalize with update_message_partial + # Only last chunk gets generating=False on completion await self.channel.client.update_message_partial( - stream_message_id, + chunk_id, user_id=message.user_id, - set={"text": message.content, "generating": False} + set={ + "text": chunk_text, + "generating": False if is_last_chunk else False, + "chunk_group": message.id, + "chunk_index": i, + "total_chunks": new_chunk_count, + } ) - logger.debug(f"Finalized Stream message {stream_message_id}") + logger.debug(f"Finalized chunk {i+1}/{new_chunk_count} (ID: {chunk_id})") else: - # Update with ephemeral_message_update (still generating) + # Update with ephemeral (still generating) + # Only last chunk gets generating=True when streaming await self.channel.client.ephemeral_message_update( - stream_message_id, + chunk_id, user_id=message.user_id, - set={"text": message.content, "generating": True} - ) - logger.debug( - f"Updated Stream message {stream_message_id} (generating)" + set={ + "text": chunk_text, + "generating": True if is_last_chunk else False, + "chunk_group": message.id, + "chunk_index": i, + "total_chunks": new_chunk_count, + } ) + logger.debug(f"Updated chunk {i+1}/{new_chunk_count} (ID: {chunk_id})") except Exception as e: - logger.error(f"Failed to update Stream message {stream_message_id}: {e}") - # Don't re-raise on update failures - message is in memory + logger.error(f"Failed to update chunk {i} (ID: {chunk_id}): {e}") + # Don't re-raise - message is in memory + + # Create new chunks if content grew + if new_chunk_count > old_chunk_count: + for i in range(old_chunk_count, new_chunk_count): + chunk_text = new_chunks[i] + is_last_chunk = (i == new_chunk_count - 1) + + request = MessageRequest( + text=chunk_text, + user_id=message.user_id, + custom={ + "generating": not completed if is_last_chunk else False, + "chunk_group": message.id, + "chunk_index": i, + "total_chunks": new_chunk_count, + } + ) + + try: + response = await self.channel.send_message(request) + chunk_id = response.data.message.id + state.backend_message_ids.append(chunk_id) + logger.debug(f"Created new chunk {i+1}/{new_chunk_count} (ID: {chunk_id})") + except Exception as e: + logger.error(f"Failed to create new chunk {i}: {e}") + raise + + # Delete extra chunks if content shrank + elif new_chunk_count < old_chunk_count: + for i in range(new_chunk_count, old_chunk_count): + chunk_id = state.backend_message_ids[i] + try: + # Use client.delete_message, not channel.delete_message + await self.channel.client.delete_message(chunk_id, hard=True) + logger.debug(f"Deleted chunk {i+1} (ID: {chunk_id})") + except Exception as e: + logger.warning(f"Failed to delete chunk {i} (ID: {chunk_id}): {e}") + + # Remove from tracking + state.backend_message_ids = state.backend_message_ids[:new_chunk_count] + + def _smart_chunk(self, text: str, max_size: int) -> List[str]: + """Chunk text intelligently, respecting markdown structures. + + Best-effort approach to avoid breaking: + - Code blocks (```) + - Lists + - Paragraphs + + Args: + text: Text to chunk + max_size: Maximum characters per chunk + + Returns: + List of text chunks + """ + if len(text) <= max_size: + return [text] + + # Special case: text with no newlines (force split at max_size) + if '\n' not in text: + return self._force_split(text, max_size) + + chunks = [] + current_chunk = "" + + # Track markdown state + in_code_block = False + code_block_buffer = "" + + lines = text.split('\n') + + for line in lines: + # Detect code block boundaries + if line.strip().startswith('```'): + if not in_code_block: + # Starting code block + in_code_block = True + code_block_buffer = line + '\n' + else: + # Ending code block + in_code_block = False + code_block_buffer += line + '\n' + + # Try to fit code block in current chunk + if len(current_chunk) + len(code_block_buffer) <= max_size: + current_chunk += code_block_buffer + elif len(code_block_buffer) <= max_size: + # Code block fits alone, start new chunk + if current_chunk: + chunks.append(current_chunk.rstrip()) + current_chunk = code_block_buffer + else: + # Code block too large, must split it + if current_chunk: + chunks.append(current_chunk.rstrip()) + current_chunk = "" + + # Split code block at newlines + cb_chunks = self._split_large_block(code_block_buffer, max_size) + chunks.extend(cb_chunks[:-1]) + current_chunk = cb_chunks[-1] if cb_chunks else "" + + code_block_buffer = "" + continue + + # Inside code block - accumulate + if in_code_block: + code_block_buffer += line + '\n' + continue + + # Regular line - check if we should chunk + line_with_newline = line + '\n' + + # Check if adding this line would exceed limit + if len(current_chunk) + len(line_with_newline) > max_size: + # Try to break at paragraph (double newline) or list boundary + if current_chunk: + chunks.append(current_chunk.rstrip()) + current_chunk = line_with_newline + else: + current_chunk += line_with_newline + + # Handle any remaining buffered content + if in_code_block and code_block_buffer: + # Unclosed code block - include as-is + if len(current_chunk) + len(code_block_buffer) <= max_size: + current_chunk += code_block_buffer + else: + if current_chunk: + chunks.append(current_chunk.rstrip()) + current_chunk = code_block_buffer + + if current_chunk: + chunks.append(current_chunk.rstrip()) + + return chunks if chunks else [text] # Fallback to original text + + def _split_large_block(self, block: str, max_size: int) -> List[str]: + """Split a large block (e.g., huge code block) at newline boundaries. + + Args: + block: Large text block to split + max_size: Maximum size per chunk + + Returns: + List of chunks + """ + if len(block) <= max_size: + return [block] + + chunks = [] + lines = block.split('\n') + current = "" + + for line in lines: + if len(current) + len(line) + 1 > max_size: + if current: + chunks.append(current) + # If single line exceeds max_size, include it anyway + current = line + '\n' + else: + current += line + '\n' + + if current: + chunks.append(current) + + return chunks + + def _force_split(self, text: str, max_size: int) -> List[str]: + """Force split text at max_size boundaries (no newlines available). + + Used for text without any newlines (e.g., long URLs, continuous text). + + Args: + text: Text to split + max_size: Maximum characters per chunk + + Returns: + List of chunks + """ + if len(text) <= max_size: + return [text] + + chunks = [] + for i in range(0, len(text), max_size): + chunks.append(text[i:i + max_size]) + + return chunks From a746eb787584ca7d126747212c742d3656ebf789 Mon Sep 17 00:00:00 2001 From: Tommaso Barbugli Date: Wed, 15 Oct 2025 15:54:24 +0200 Subject: [PATCH 13/25] ruff --- agents-core/vision_agents/core/agents/agents.py | 2 +- plugins/getstream/tests/test_message_chunking.py | 1 - plugins/getstream/tests/test_stream_conversation.py | 1 - .../vision_agents/plugins/getstream/stream_conversation.py | 1 - 4 files changed, 1 insertion(+), 4 deletions(-) diff --git a/agents-core/vision_agents/core/agents/agents.py b/agents-core/vision_agents/core/agents/agents.py index 7223f3df..144a7d24 100644 --- a/agents-core/vision_agents/core/agents/agents.py +++ b/agents-core/vision_agents/core/agents/agents.py @@ -32,7 +32,7 @@ from ..vad import VAD from ..vad.events import VADAudioEvent from . import events -from .conversation import Conversation, Message +from .conversation import Conversation if TYPE_CHECKING: from vision_agents.plugins.getstream.stream_edge_transport import StreamEdge diff --git a/plugins/getstream/tests/test_message_chunking.py b/plugins/getstream/tests/test_message_chunking.py index 23c4da07..19347109 100644 --- a/plugins/getstream/tests/test_message_chunking.py +++ b/plugins/getstream/tests/test_message_chunking.py @@ -6,7 +6,6 @@ import pytest from unittest.mock import Mock, AsyncMock from vision_agents.plugins.getstream.stream_conversation import StreamConversation -from vision_agents.core.agents.conversation import Message class TestMessageChunking: diff --git a/plugins/getstream/tests/test_stream_conversation.py b/plugins/getstream/tests/test_stream_conversation.py index 1ce84af0..208c202f 100644 --- a/plugins/getstream/tests/test_stream_conversation.py +++ b/plugins/getstream/tests/test_stream_conversation.py @@ -10,7 +10,6 @@ from getstream.models import MessageRequest, ChannelInput, MessagePaginationParams from getstream import AsyncStream -from vision_agents.core.agents.conversation import Message from vision_agents.plugins.getstream.stream_conversation import StreamConversation logger = logging.getLogger(__name__) diff --git a/plugins/getstream/vision_agents/plugins/getstream/stream_conversation.py b/plugins/getstream/vision_agents/plugins/getstream/stream_conversation.py index 88cd61d3..f44b271e 100644 --- a/plugins/getstream/vision_agents/plugins/getstream/stream_conversation.py +++ b/plugins/getstream/vision_agents/plugins/getstream/stream_conversation.py @@ -1,5 +1,4 @@ import logging -import re from typing import List, Dict from getstream.models import MessageRequest From 2b34725fdec511b63c291da4bb5da5369a998a7b Mon Sep 17 00:00:00 2001 From: Tommaso Barbugli Date: Wed, 15 Oct 2025 16:23:14 +0200 Subject: [PATCH 14/25] ruff --- plugins/getstream/tests/test_message_chunking.py | 16 ++++++++-------- .../getstream/tests/test_stream_conversation.py | 10 +++++----- 2 files changed, 13 insertions(+), 13 deletions(-) diff --git a/plugins/getstream/tests/test_message_chunking.py b/plugins/getstream/tests/test_message_chunking.py index 19347109..e2b184e6 100644 --- a/plugins/getstream/tests/test_message_chunking.py +++ b/plugins/getstream/tests/test_message_chunking.py @@ -277,7 +277,7 @@ async def test_large_message_creates_multiple_chunks(self, conversation, mock_ch # Only last chunk has generating=False is_last = (i == 2) - assert msg_request.custom["generating"] == (not is_last) or msg_request.custom["generating"] == False + assert msg_request.custom["generating"] == (not is_last) or not msg_request.custom["generating"] @pytest.mark.asyncio async def test_streaming_grows_creates_new_chunk(self, conversation, mock_channel): @@ -293,7 +293,7 @@ async def test_streaming_grows_creates_new_chunk(self, conversation, mock_channe assert len(mock_channel.sent_messages) == 1 assert conversation.messages[0].content == "Short" # First chunk created with generating=True (it's the last/only chunk initially) - assert mock_channel.sent_messages[0].custom["generating"] == True + assert mock_channel.sent_messages[0].custom["generating"] is True # Add more content to exceed chunk_size (should create 2nd chunk) await conversation.upsert_message( @@ -306,7 +306,7 @@ async def test_streaming_grows_creates_new_chunk(self, conversation, mock_channe # Chunk 1 (last, newly created): should have generating=True assert mock_channel.sent_messages[1].custom["chunk_index"] == 1 - assert mock_channel.sent_messages[1].custom["generating"] == True + assert mock_channel.sent_messages[1].custom["generating"] is True # First chunk should have been updated via ephemeral to generating=False (it's now intermediate) assert mock_channel.client.ephemeral_message_update.call_count >= 1 @@ -318,7 +318,7 @@ async def test_streaming_grows_creates_new_chunk(self, conversation, mock_channe ] if first_chunk_updates: # Most recent update should have generating=False - assert first_chunk_updates[-1][1]["set"]["generating"] == False + assert first_chunk_updates[-1][1]["set"]["generating"] is False @pytest.mark.asyncio async def test_completion_shrinks_deletes_chunks(self, conversation, mock_channel): @@ -392,9 +392,9 @@ async def test_chunk_metadata_correct(self, conversation, mock_channel): # Only last chunk has generating (and it's False since completed=True) is_last = (i == chunks_created - 1) if is_last: - assert req.custom["generating"] == False + assert req.custom["generating"] is False else: - assert req.custom["generating"] == False # Intermediate chunks never generating + assert req.custom["generating"] is False # Intermediate chunks never generating @pytest.mark.asyncio async def test_streaming_chunk_generating_flag(self, conversation, mock_channel): @@ -416,9 +416,9 @@ async def test_streaming_chunk_generating_flag(self, conversation, mock_channel) for i, req in enumerate(mock_channel.sent_messages): is_last = (i == chunks_sent - 1) if is_last: - assert req.custom["generating"] == True, f"Last chunk {i} should have generating=True" + assert req.custom["generating"] is True, f"Last chunk {i} should have generating=True" else: - assert req.custom["generating"] == False, f"Intermediate chunk {i} should have generating=False" + assert req.custom["generating"] is False, f"Intermediate chunk {i} should have generating=False" class TestChunkingSentenceBoundaries: diff --git a/plugins/getstream/tests/test_stream_conversation.py b/plugins/getstream/tests/test_stream_conversation.py index 208c202f..161a012e 100644 --- a/plugins/getstream/tests/test_stream_conversation.py +++ b/plugins/getstream/tests/test_stream_conversation.py @@ -59,7 +59,7 @@ def stream_conversation(self, mock_channel): @pytest.mark.asyncio async def test_send_message_simple(self, stream_conversation, mock_channel): """Test send_message convenience method.""" - message = await stream_conversation.send_message( + await stream_conversation.send_message( role="user", user_id="user123", content="Hello", @@ -78,12 +78,12 @@ async def test_send_message_simple(self, stream_conversation, mock_channel): assert isinstance(request, MessageRequest) assert request.text == "Hello" assert request.user_id == "user123" - assert request.custom.get("generating") == False # completed=True by default + assert request.custom.get("generating") is False # completed=True by default @pytest.mark.asyncio async def test_upsert_simple_message(self, stream_conversation, mock_channel): """Test adding a simple non-streaming message with upsert.""" - message = await stream_conversation.upsert_message( + await stream_conversation.upsert_message( role="user", user_id="user123", content="Hello", @@ -536,7 +536,7 @@ async def test_large_message_chunking_integration(): # Verify all chunks have generating=False (completed=True) for i, stream_msg in enumerate(response.data.messages): - assert stream_msg.custom.get("generating") == False + assert stream_msg.custom.get("generating") is False # Verify content is preserved full_content = ''.join(msg.text for msg in response.data.messages) @@ -605,7 +605,7 @@ async def test_streaming_with_chunking_integration(): # All chunks should have generating=False (completed) for stream_msg in response.data.messages: - assert stream_msg.custom.get("generating") == False + assert stream_msg.custom.get("generating") is False # Content preserved full_content = ''.join(msg.text for msg in response.data.messages) From 2e0eaaecc635a7e8f8b9b0313b1be3928e1428c8 Mon Sep 17 00:00:00 2001 From: Tommaso Barbugli Date: Wed, 15 Oct 2025 16:25:20 +0200 Subject: [PATCH 15/25] rev --- .../simple_agent_example.py | 31 +++++++++++-------- 1 file changed, 18 insertions(+), 13 deletions(-) diff --git a/examples/01_simple_agent_example/simple_agent_example.py b/examples/01_simple_agent_example/simple_agent_example.py index 63464ee4..3966238e 100644 --- a/examples/01_simple_agent_example/simple_agent_example.py +++ b/examples/01_simple_agent_example/simple_agent_example.py @@ -7,20 +7,25 @@ load_dotenv() + async def start_agent() -> None: llm = gemini.LLM("gemini-2.0-flash") # create an agent to run with Stream's edge, openAI llm agent = Agent( edge=getstream.Edge(), # low latency edge. clients for React, iOS, Android, RN, Flutter etc. - agent_user=User(name="My happy AI friend", id="agent"), # the user object for the agent (name, image etc) + agent_user=User( + name="My happy AI friend", id="agent" + ), # the user object for the agent (name, image etc) instructions="You're a voice AI assistant. Keep responses short and conversational. Don't use special characters or formatting. Be friendly and helpful.", processors=[], # processors can fetch extra data, check images/audio data or transform video # llm with tts & stt. if you use a realtime (sts capable) llm the tts, stt and vad aren't needed llm=llm, tts=cartesia.TTS(), stt=deepgram.STT(), - turn_detection=smart_turn.TurnDetection(buffer_duration=2.0, confidence_threshold=0.5), # Enable turn detection with FAL/ Smart turn - #vad=silero.VAD(), + turn_detection=smart_turn.TurnDetection( + buffer_duration=2.0, confidence_threshold=0.5 + ), # Enable turn detection with FAL/ Smart turn + # vad=silero.VAD(), # realtime version (vad, tts and stt not needed) # llm=openai.Realtime() ) @@ -37,21 +42,21 @@ async def start_agent() -> None: # Example 1: standardized simple response # await agent.llm.simple_response("chat with the user about the weather.") # Example 2: use native openAI create response - # await llm.create_response(input=[ - # { - # "role": "user", - # "content": [ - # {"type": "input_text", "text": "Tell me a short poem about this image"}, - # {"type": "input_image", "image_url": f"https://images.unsplash.com/photo-1757495361144-0c2bfba62b9e?q=80&w=2340&auto=format&fit=crop&ixlib=rb-4.1.0&ixid=M3wxMjA3fDB8MHxwaG90by1wYWdlfHx8fGVufDB8fHx8fA%3D%3D"}, - # ], - # } - # ],) + # await llm.create_response(input=[ + # { + # "role": "user", + # "content": [ + # {"type": "input_text", "text": "Tell me a short poem about this image"}, + # {"type": "input_image", "image_url": f"https://images.unsplash.com/photo-1757495361144-0c2bfba62b9e?q=80&w=2340&auto=format&fit=crop&ixlib=rb-4.1.0&ixid=M3wxMjA3fDB8MHxwaG90by1wYWdlfHx8fGVufDB8fHx8fA%3D%3D"}, + # ], + # } + # ],) # run till the call ends # await agent.say("Hello, how are you?") # await asyncio.sleep(5) - await agent.simple_response("tell me a fun story about two developers comparing OOP and functional, the text reply should contain some nice markdown formatting like bold and italic to reflect how they are talking to each other, also fine to include smileys in the text reply. THe idea is that they except small code snippets in haskell and java. Keep it smart and funny") + await agent.simple_response("tell me a story") await agent.finish() From f2fc7c9e3acddf8f2c7087015d801d1f83eb0cb7 Mon Sep 17 00:00:00 2001 From: Tommaso Barbugli Date: Wed, 15 Oct 2025 16:39:54 +0200 Subject: [PATCH 16/25] ruffit --- .../vision_agents/core/agents/agents.py | 32 +- .../vision_agents/core/agents/conversation.py | 77 +- .../plugins/getstream/stream_conversation.py | 160 +-- tests/test_conversation.py | 912 ++++-------------- 4 files changed, 321 insertions(+), 860 deletions(-) diff --git a/agents-core/vision_agents/core/agents/agents.py b/agents-core/vision_agents/core/agents/agents.py index 144a7d24..8cad1b35 100644 --- a/agents-core/vision_agents/core/agents/agents.py +++ b/agents-core/vision_agents/core/agents/agents.py @@ -211,8 +211,8 @@ async def on_llm_response_sync_conversation(event: LLMResponseCompletedEvent): await self.conversation.upsert_message( message_id=event.item_id, role="assistant", - user_id=self.agent_user.id, - content=event.text, + user_id=self.agent_user.id or "agent", + content=event.text or "", completed=True, replace=True, # Replace any partial content from deltas ) @@ -221,7 +221,9 @@ async def on_llm_response_sync_conversation(event: LLMResponseCompletedEvent): async def _handle_output_text_delta(event: LLMResponseChunkEvent): """Handle partial LLM response text deltas.""" - self.logger.info(f"🀖 [LLM delta response]: {event.delta} {event.item_id} {event.content_index}") + self.logger.info( + f"🀖 [LLM delta response]: {event.delta} {event.item_id} {event.content_index}" + ) if self.conversation is None: return @@ -230,8 +232,8 @@ async def _handle_output_text_delta(event: LLMResponseChunkEvent): await self.conversation.upsert_message( message_id=event.item_id, role="assistant", - user_id=self.agent_user.id, - content=event.delta, + user_id=self.agent_user.id or "agent", + content=event.delta or "", content_index=event.content_index, completed=False, # Still streaming ) @@ -241,14 +243,17 @@ async def _setup_speech_events(self): async def on_stt_transcript_event_sync_conversation(event: STTTranscriptEvent): self.logger.info(f"🎀 [Transcript]: {event.text}") + if self.conversation is None: + return + user_id = event.user_id() or "user" - + # Unified API: handles both streaming and non-streaming transcripts await self.conversation.upsert_message( message_id="stt-" + user_id, role="user", user_id=user_id, - content=event.text, + content=event.text or "", completed=True, replace=True, # Replace any partial transcripts original=event, @@ -568,12 +573,13 @@ async def say( ) ) # Unified API: simple non-streaming message - await self.conversation.upsert_message( - role="assistant", - user_id=user_id or self.agent_user.id, - content=text, - completed=True, - ) + if self.conversation is not None: + await self.conversation.upsert_message( + role="assistant", + user_id=user_id or self.agent_user.id or "agent", + content=text, + completed=True, + ) def _setup_turn_detection(self): if self.turn_detection: diff --git a/agents-core/vision_agents/core/agents/conversation.py b/agents-core/vision_agents/core/agents/conversation.py index dea912d5..1c93a570 100644 --- a/agents-core/vision_agents/core/agents/conversation.py +++ b/agents-core/vision_agents/core/agents/conversation.py @@ -26,26 +26,26 @@ def __post_init__(self): class ContentBuffer: """Manages out-of-order fragment buffering for streaming messages.""" - + def __init__(self): self.fragments: Dict[int, str] = {} self.last_index = -1 self.accumulated = "" - + def add_fragment(self, index: int, text: str): """Add a fragment and apply all sequential pending fragments.""" self.fragments[index] = text self._apply_pending() - + def _apply_pending(self): """Apply all sequential fragments starting from last_index + 1.""" while (self.last_index + 1) in self.fragments: self.accumulated += self.fragments.pop(self.last_index + 1) self.last_index += 1 - + def get_accumulated(self) -> str: return self.accumulated - + def clear(self): self.fragments.clear() self.last_index = -1 @@ -54,17 +54,19 @@ def clear(self): class MessageState: """Internal state for tracking a message's lifecycle.""" - + def __init__(self, message_id: str): self.message_id = message_id self.buffer = ContentBuffer() self.created_in_backend = False # Has message been sent to Stream/DB? - self.backend_message_ids: List[str] = [] # For chunking: multiple backend IDs per internal ID + self.backend_message_ids: List[ + str + ] = [] # For chunking: multiple backend IDs per internal ID class Conversation(ABC): """Base conversation class with unified message API.""" - + def __init__( self, instructions: str, @@ -74,7 +76,7 @@ def __init__( self.messages = [m for m in messages] self._message_states: Dict[str, MessageState] = {} self._lock = asyncio.Lock() # One lock to rule them all - + async def send_message( self, role: str, @@ -84,27 +86,27 @@ async def send_message( original: Any = None, ) -> Message: """Send a simple, complete message (non-streaming). - + This is a convenience method for the common case of sending a complete message. For streaming messages, use upsert_message() directly. - + Args: role: Message role (user/assistant/system) user_id: User ID content: Complete text content message_id: Optional ID. If None, auto-generates. original: Original event/object for metadata - + Returns: The Message object - + Examples: # User message await conv.send_message("user", "user123", "What's the weather?") - + # Assistant response await conv.send_message("assistant", "agent", "It's sunny!") - + # System message await conv.send_message("system", "system", "User joined") """ @@ -116,7 +118,7 @@ async def send_message( completed=True, original=original, ) - + async def upsert_message( self, role: str, @@ -129,7 +131,7 @@ async def upsert_message( original: Any = None, ) -> Message: """Add or update a message. Handles streaming, non-streaming, everything. - + Args: role: Message role (user/assistant/system) user_id: User ID @@ -139,17 +141,17 @@ async def upsert_message( completed: If True, finalizes the message. If False, keeps it as "generating". replace: If True, replaces all content. If False, appends/merges with deltas. original: Original event/object for metadata - + Returns: The Message object (newly created or updated) - + Examples: # Streaming delta await conv.upsert_message("assistant", "agent", "Hello", msg_id, content_index=0, completed=False) - + # Completion (replaces partial content) await conv.upsert_message("assistant", "agent", "Hello world!", msg_id, completed=True, replace=True) - + # Simple non-streaming await conv.upsert_message("user", "user123", "Hi there!") """ @@ -157,7 +159,7 @@ async def upsert_message( # Generate ID if not provided if message_id is None: message_id = str(uuid.uuid4()) - + # Find or create message message = self._find_message(message_id) if message is None: @@ -167,15 +169,15 @@ async def upsert_message( role=role, user_id=user_id, content="", - original=original + original=original, ) self.messages.append(message) state = MessageState(message_id) self._message_states[message_id] = state else: # Existing message - get its state - state = self._message_states.get(message_id) - if state is None: + state_or_none = self._message_states.get(message_id) + if state_or_none is None: # Message exists but no state - was already completed # Ignore late updates (deltas arriving after completion) logger.debug( @@ -183,7 +185,8 @@ async def upsert_message( f"This happens when deltas arrive after completion." ) return message - + state = state_or_none + # Update content if content_index is not None: # Streaming: buffer fragments in order @@ -196,27 +199,29 @@ async def upsert_message( else: # Append to existing message.content += content - + # Sync to backend (implementation-specific) await self._sync_to_backend(message, state, completed) - + # Cleanup state if completed if completed: self._message_states.pop(message_id, None) - + return message - + @abstractmethod - async def _sync_to_backend(self, message: Message, state: MessageState, completed: bool): + async def _sync_to_backend( + self, message: Message, state: MessageState, completed: bool + ): """Sync message to backend storage. Implementation-specific. - + Args: message: The message to sync state: The message's internal state completed: If True, finalize the message. If False, mark as still generating. """ pass - + def _find_message(self, message_id: str) -> Optional[Message]: """Find a message by ID.""" return next((m for m in self.messages if m.id == message_id), None) @@ -224,7 +229,9 @@ def _find_message(self, message_id: str) -> Optional[Message]: class InMemoryConversation(Conversation): """In-memory conversation (no external storage).""" - - async def _sync_to_backend(self, message: Message, state: MessageState, completed: bool): + + async def _sync_to_backend( + self, message: Message, state: MessageState, completed: bool + ): """No-op for in-memory storage - message is already in self.messages.""" pass diff --git a/plugins/getstream/vision_agents/plugins/getstream/stream_conversation.py b/plugins/getstream/vision_agents/plugins/getstream/stream_conversation.py index f44b271e..b44fb4bc 100644 --- a/plugins/getstream/vision_agents/plugins/getstream/stream_conversation.py +++ b/plugins/getstream/vision_agents/plugins/getstream/stream_conversation.py @@ -16,7 +16,7 @@ class StreamConversation(Conversation): """Persists the message history to a Stream channel with automatic chunking.""" - + # Maps internal message IDs to first Stream message ID (for backward compatibility) internal_ids_to_stream_ids: Dict[str, str] channel: Channel @@ -30,7 +30,7 @@ def __init__( chunk_size: int = 1000, ): """Initialize StreamConversation with automatic message chunking. - + Args: instructions: System instructions messages: Initial messages @@ -42,9 +42,11 @@ def __init__( self.internal_ids_to_stream_ids = {} self.chunk_size = chunk_size - async def _sync_to_backend(self, message: Message, state: MessageState, completed: bool): + async def _sync_to_backend( + self, message: Message, state: MessageState, completed: bool + ): """Sync message to Stream Chat API with automatic chunking. - + Args: message: The message to sync state: The message's internal state @@ -52,7 +54,7 @@ async def _sync_to_backend(self, message: Message, state: MessageState, complete """ # Split message into chunks (markdown-aware) chunks = self._smart_chunk(message.content, self.chunk_size) - + if not state.created_in_backend: # CREATE: Send all chunks to Stream await self._create_chunks(message, state, chunks, completed) @@ -66,8 +68,8 @@ async def _create_chunks( ): """Create all chunks for a new message.""" for i, chunk_text in enumerate(chunks): - is_last_chunk = (i == len(chunks) - 1) - + is_last_chunk = i == len(chunks) - 1 + request = MessageRequest( text=chunk_text, user_id=message.user_id, @@ -77,43 +79,49 @@ async def _create_chunks( "chunk_group": message.id, "chunk_index": i, "total_chunks": len(chunks), - } + }, ) - + try: response = await self.channel.send_message(request) - + if response.data.message.type == "error": raise StreamAPIException(response=response.__response) - + chunk_id = response.data.message.id state.backend_message_ids.append(chunk_id) - + logger.debug( - f"Created chunk {i+1}/{len(chunks)} (Stream ID: {chunk_id}) " + f"Created chunk {i + 1}/{len(chunks)} (Stream ID: {chunk_id}) " f"for message {message.id}" ) except Exception as e: - logger.error(f"Failed to create chunk {i} for message {message.id}: {e}") + logger.error( + f"Failed to create chunk {i} for message {message.id}: {e}" + ) raise - + # Store first chunk ID for backward compatibility - if state.backend_message_ids: + if state.backend_message_ids and message.id: self.internal_ids_to_stream_ids[message.id] = state.backend_message_ids[0] async def _update_chunks( - self, message: Message, state: MessageState, new_chunks: List[str], completed: bool + self, + message: Message, + state: MessageState, + new_chunks: List[str], + completed: bool, ): """Update existing chunks, creating or deleting as needed.""" old_chunk_count = len(state.backend_message_ids) new_chunk_count = len(new_chunks) - + # Update existing chunks for i in range(min(old_chunk_count, new_chunk_count)): chunk_id = state.backend_message_ids[i] chunk_text = new_chunks[i] - is_last_chunk = (i == new_chunk_count - 1) - + is_last_chunk = i == new_chunk_count - 1 + try: if completed: # Finalize with update_message_partial @@ -127,9 +135,11 @@ async def _update_chunks( "chunk_group": message.id, "chunk_index": i, "total_chunks": new_chunk_count, - } + }, + ) + logger.debug( + f"Finalized chunk {i + 1}/{new_chunk_count} (ID: {chunk_id})" ) - logger.debug(f"Finalized chunk {i+1}/{new_chunk_count} (ID: {chunk_id})") else: # Update with ephemeral (still generating) # Only last chunk gets generating=True when streaming @@ -142,19 +152,21 @@ async def _update_chunks( "chunk_group": message.id, "chunk_index": i, "total_chunks": new_chunk_count, - } + }, + ) + logger.debug( + f"Updated chunk {i + 1}/{new_chunk_count} (ID: {chunk_id})" ) - logger.debug(f"Updated chunk {i+1}/{new_chunk_count} (ID: {chunk_id})") except Exception as e: logger.error(f"Failed to update chunk {i} (ID: {chunk_id}): {e}") # Don't re-raise - message is in memory - + # Create new chunks if content grew if new_chunk_count > old_chunk_count: for i in range(old_chunk_count, new_chunk_count): chunk_text = new_chunks[i] - is_last_chunk = (i == new_chunk_count - 1) - + is_last_chunk = i == new_chunk_count - 1 + request = MessageRequest( text=chunk_text, user_id=message.user_id, @@ -163,18 +175,20 @@ async def _update_chunks( "chunk_group": message.id, "chunk_index": i, "total_chunks": new_chunk_count, - } + }, ) - + try: response = await self.channel.send_message(request) chunk_id = response.data.message.id state.backend_message_ids.append(chunk_id) - logger.debug(f"Created new chunk {i+1}/{new_chunk_count} (ID: {chunk_id})") + logger.debug( + f"Created new chunk {i + 1}/{new_chunk_count} (ID: {chunk_id})" + ) except Exception as e: logger.error(f"Failed to create new chunk {i}: {e}") raise - + # Delete extra chunks if content shrank elif new_chunk_count < old_chunk_count: for i in range(new_chunk_count, old_chunk_count): @@ -182,56 +196,56 @@ async def _update_chunks( try: # Use client.delete_message, not channel.delete_message await self.channel.client.delete_message(chunk_id, hard=True) - logger.debug(f"Deleted chunk {i+1} (ID: {chunk_id})") + logger.debug(f"Deleted chunk {i + 1} (ID: {chunk_id})") except Exception as e: logger.warning(f"Failed to delete chunk {i} (ID: {chunk_id}): {e}") - + # Remove from tracking state.backend_message_ids = state.backend_message_ids[:new_chunk_count] def _smart_chunk(self, text: str, max_size: int) -> List[str]: """Chunk text intelligently, respecting markdown structures. - + Best-effort approach to avoid breaking: - Code blocks (```) - Lists - Paragraphs - + Args: text: Text to chunk max_size: Maximum characters per chunk - + Returns: List of text chunks """ if len(text) <= max_size: return [text] - + # Special case: text with no newlines (force split at max_size) - if '\n' not in text: + if "\n" not in text: return self._force_split(text, max_size) - + chunks = [] current_chunk = "" - + # Track markdown state in_code_block = False code_block_buffer = "" - - lines = text.split('\n') - + + lines = text.split("\n") + for line in lines: # Detect code block boundaries - if line.strip().startswith('```'): + if line.strip().startswith("```"): if not in_code_block: # Starting code block in_code_block = True - code_block_buffer = line + '\n' + code_block_buffer = line + "\n" else: # Ending code block in_code_block = False - code_block_buffer += line + '\n' - + code_block_buffer += line + "\n" + # Try to fit code block in current chunk if len(current_chunk) + len(code_block_buffer) <= max_size: current_chunk += code_block_buffer @@ -245,23 +259,23 @@ def _smart_chunk(self, text: str, max_size: int) -> List[str]: if current_chunk: chunks.append(current_chunk.rstrip()) current_chunk = "" - + # Split code block at newlines cb_chunks = self._split_large_block(code_block_buffer, max_size) chunks.extend(cb_chunks[:-1]) current_chunk = cb_chunks[-1] if cb_chunks else "" - + code_block_buffer = "" continue - + # Inside code block - accumulate if in_code_block: - code_block_buffer += line + '\n' + code_block_buffer += line + "\n" continue - + # Regular line - check if we should chunk - line_with_newline = line + '\n' - + line_with_newline = line + "\n" + # Check if adding this line would exceed limit if len(current_chunk) + len(line_with_newline) > max_size: # Try to break at paragraph (double newline) or list boundary @@ -270,7 +284,7 @@ def _smart_chunk(self, text: str, max_size: int) -> List[str]: current_chunk = line_with_newline else: current_chunk += line_with_newline - + # Handle any remaining buffered content if in_code_block and code_block_buffer: # Unclosed code block - include as-is @@ -280,60 +294,60 @@ def _smart_chunk(self, text: str, max_size: int) -> List[str]: if current_chunk: chunks.append(current_chunk.rstrip()) current_chunk = code_block_buffer - + if current_chunk: chunks.append(current_chunk.rstrip()) - + return chunks if chunks else [text] # Fallback to original text def _split_large_block(self, block: str, max_size: int) -> List[str]: """Split a large block (e.g., huge code block) at newline boundaries. - + Args: block: Large text block to split max_size: Maximum size per chunk - + Returns: List of chunks """ if len(block) <= max_size: return [block] - + chunks = [] - lines = block.split('\n') + lines = block.split("\n") current = "" - + for line in lines: if len(current) + len(line) + 1 > max_size: if current: chunks.append(current) # If single line exceeds max_size, include it anyway - current = line + '\n' + current = line + "\n" else: - current += line + '\n' - + current += line + "\n" + if current: chunks.append(current) - + return chunks - + def _force_split(self, text: str, max_size: int) -> List[str]: """Force split text at max_size boundaries (no newlines available). - + Used for text without any newlines (e.g., long URLs, continuous text). - + Args: text: Text to split max_size: Maximum characters per chunk - + Returns: List of chunks """ if len(text) <= max_size: return [text] - + chunks = [] for i in range(0, len(text), max_size): - chunks.append(text[i:i + max_size]) - + chunks.append(text[i : i + max_size]) + return chunks diff --git a/tests/test_conversation.py b/tests/test_conversation.py index 2731a2c7..b45d82c8 100644 --- a/tests/test_conversation.py +++ b/tests/test_conversation.py @@ -1,27 +1,43 @@ import datetime -import os -import threading -import time -import uuid -from unittest.mock import Mock - import pytest -from dotenv import load_dotenv -from getstream import Stream -from getstream.chat.client import ChatClient -from getstream.models import MessageRequest, ChannelResponse, ChannelInput from vision_agents.core.agents.conversation import ( Conversation, Message, InMemoryConversation, - # StreamConversation, # Removed from codebase - StreamHandle ) -# Skip entire module - StreamConversation class has been removed from codebase -# TODO: Update tests to use new conversation architecture -pytestmark = pytest.mark.skip(reason="StreamConversation class removed - tests need migration to new architecture") + +class TestMessage: + """Test suite for the Message dataclass.""" + + def test_message_initialization(self): + """Test that Message initializes correctly with default timestamp.""" + message = Message( + original={"role": "user", "content": "Hello"}, + content="Hello", + role="user", + user_id="test-user" + ) + + assert message.content == "Hello" + assert message.role == "user" + assert message.user_id == "test-user" + assert message.timestamp is not None + assert isinstance(message.timestamp, datetime.datetime) + assert message.id is not None # Auto-generated + + def test_message_custom_id(self): + """Test that Message accepts custom ID.""" + message = Message( + content="Hello", + role="user", + user_id="test-user", + id="custom-id-123" + ) + + assert message.id == "custom-id-123" + class TestConversation: """Test suite for the abstract Conversation class.""" @@ -43,27 +59,8 @@ class IncompleteConversation(Conversation): assert "Can't instantiate abstract class" in str(exc_info.value) -class TestMessage: - """Test suite for the Message dataclass.""" - - def test_message_initialization(self): - """Test that Message initializes correctly with default timestamp.""" - message = Message( - original={"role": "user", "content": "Hello"}, - content="Hello", - role="user", - user_id="test-user" - ) - - assert message.content == "Hello" - assert message.role == "user" - assert message.user_id == "test-user" - assert message.timestamp is not None - assert isinstance(message.timestamp, datetime.datetime) - - class TestInMemoryConversation: - """Test suite for InMemoryConversation class.""" + """Test suite for InMemoryConversation with new unified API.""" @pytest.fixture def conversation(self): @@ -73,9 +70,6 @@ def conversation(self): Message(original=None, content="Hello", role="user", user_id="user1"), Message(original=None, content="Hi there!", role="assistant", user_id="assistant") ] - # Set IDs for messages - for i, msg in enumerate(messages): - msg.id = f"msg-{i}" return InMemoryConversation(instructions, messages) def test_initialization(self, conversation): @@ -83,759 +77,199 @@ def test_initialization(self, conversation): assert conversation.instructions == "You are a helpful assistant." assert len(conversation.messages) == 2 - def test_add_message(self, conversation): - """Test adding a single message.""" - new_message = Message( - original=None, - content="New message", + @pytest.mark.asyncio + async def test_send_message(self, conversation): + """Test send_message creates a new message.""" + message = await conversation.send_message( role="user", - user_id="user2" + user_id="user2", + content="How are you?" ) - new_message.id = "new-msg" - conversation.add_message(new_message) assert len(conversation.messages) == 3 - assert conversation.messages[-1] == new_message - - def test_add_message_with_completed(self, conversation): - """Test adding a message with completed parameter.""" - # Test with completed=False - new_message1 = Message( - original=None, - content="Generating message", - role="user", - user_id="user2" + assert conversation.messages[-1].content == "How are you?" + assert conversation.messages[-1].role == "user" + assert conversation.messages[-1].user_id == "user2" + assert message.id is not None + + @pytest.mark.asyncio + async def test_send_message_with_custom_id(self, conversation): + """Test send_message with custom message ID.""" + message = await conversation.send_message( + role="assistant", + user_id="agent", + content="Response", + message_id="custom-msg-id" ) - new_message1.id = "gen-msg" - result = conversation.add_message(new_message1, completed=False) + assert message.id == "custom-msg-id" assert len(conversation.messages) == 3 - assert conversation.messages[-1] == new_message1 - assert result is None # InMemoryConversation returns None + + @pytest.mark.asyncio + async def test_send_message_with_original(self, conversation): + """Test send_message stores original event.""" + original_event = {"type": "stt", "confidence": 0.95} - # Test with completed=True (default) - new_message2 = Message( - original=None, - content="Complete message", + message = await conversation.send_message( role="user", - user_id="user3" - ) - new_message2.id = "comp-msg" - result = conversation.add_message(new_message2, completed=True) - - assert len(conversation.messages) == 4 - assert conversation.messages[-1] == new_message2 - assert result is None - - def test_update_message_existing(self, conversation): - """Test updating an existing message by appending content.""" - # Update existing message by appending (replace_content=False) - result = conversation.update_message( - message_id="msg-0", - input_text=" additional text", user_id="user1", - replace_content=False, - completed=False + content="Transcribed text", + original=original_event ) - # Verify message content was appended (with space handling) - assert conversation.messages[0].content == "Hello additional text" - assert result is None # InMemoryConversation returns None + assert message.original == original_event - def test_update_message_replace(self, conversation): - """Test replacing message content (replace_content=True).""" - result = conversation.update_message( - message_id="msg-0", - input_text="Replaced content", - user_id="user1", - replace_content=True, + @pytest.mark.asyncio + async def test_upsert_message_simple(self, conversation): + """Test upsert_message for simple non-streaming case.""" + message = await conversation.upsert_message( + role="user", + user_id="user3", + content="Question", completed=True ) - # Verify message content was replaced - assert conversation.messages[0].content == "Replaced content" - assert result is None + assert len(conversation.messages) == 3 + assert message.content == "Question" - def test_update_message_not_found(self, conversation): - """Test updating a non-existent message creates a new one.""" - initial_count = len(conversation.messages) + @pytest.mark.asyncio + async def test_upsert_message_streaming_deltas(self, conversation): + """Test upsert_message with streaming deltas.""" + msg_id = "stream-msg" - conversation.update_message( - message_id="non-existent-id", - input_text="New message content", - user_id="user2", - replace_content=True, + # Delta 1 + await conversation.upsert_message( + role="assistant", + user_id="agent", + content="Hello", + message_id=msg_id, + content_index=0, completed=False ) - # Should have added a new message - assert len(conversation.messages) == initial_count + 1 - - # Verify the new message was created correctly - new_msg = conversation.messages[-1] - assert new_msg.id == "non-existent-id" - assert new_msg.content == "New message content" - assert new_msg.user_id == "user2" - - def test_streaming_message_handle(self, conversation): - """Test streaming message with handle API.""" - # Start a streaming message - handle = conversation.start_streaming_message(role="assistant", initial_content="Hello") - - # Verify message was added assert len(conversation.messages) == 3 assert conversation.messages[-1].content == "Hello" - assert conversation.messages[-1].role == "assistant" - assert isinstance(handle, StreamHandle) - assert handle.user_id == "assistant" - - # Append to the message - conversation.append_to_message(handle, " world") - assert conversation.messages[-1].content == "Hello world" - - # Replace the message - conversation.replace_message(handle, "Goodbye") - assert conversation.messages[-1].content == "Goodbye" - - # Complete the message - conversation.complete_message(handle) - # In-memory conversation doesn't track completed state, just verify no error - - def test_multiple_streaming_handles(self, conversation): - """Test multiple concurrent streaming messages.""" - # Start two streaming messages - handle1 = conversation.start_streaming_message(role="user", user_id="user1", initial_content="Question: ") - handle2 = conversation.start_streaming_message(role="assistant", initial_content="Answer: ") - - assert len(conversation.messages) == 4 # 2 initial + 2 new - - # Update them independently - conversation.append_to_message(handle1, "What is 2+2?") - conversation.append_to_message(handle2, "Let me calculate...") - # Find messages by their handles to verify correct updates - msg1 = next(msg for msg in conversation.messages if msg.id == handle1.message_id) - msg2 = next(msg for msg in conversation.messages if msg.id == handle2.message_id) - - assert msg1.content == "Question: What is 2+2?" - assert msg2.content == "Answer: Let me calculate..." - - # Complete them - conversation.complete_message(handle1) - conversation.replace_message(handle2, "Answer: 4") - conversation.complete_message(handle2) - - assert msg2.content == "Answer: 4" # Replaced content, no space issue - - -class TestStreamConversation: - """Test suite for StreamConversation class.""" - - @pytest.fixture - def mock_chat_client(self): - """Create a mock ChatClient.""" - client = Mock(spec=ChatClient) - - # Mock send_message response - mock_response = Mock() - mock_response.data.message.id = "stream-message-123" - client.send_message.return_value = mock_response - - # Mock ephemeral_message_update - client.ephemeral_message_update = Mock(return_value=Mock()) - - # Mock update_message_partial - client.update_message_partial = Mock(return_value=Mock()) - - return client - - @pytest.fixture - def mock_channel(self): - """Create a mock ChannelResponse.""" - channel = Mock(spec=ChannelResponse) - channel.type = "messaging" - channel.id = "test-channel-123" - return channel - - @pytest.fixture - def stream_conversation(self, mock_chat_client, mock_channel): - """Create a StreamConversation instance with mocked dependencies.""" - instructions = "You are a helpful assistant." - messages = [ - Message( - original=None, - content="Hello", - role="user", - user_id="user1", - ) - ] - # Set IDs for messages - for i, msg in enumerate(messages): - msg.id = f"msg-{i}" - - conversation = StreamConversation( # noqa: F821 - instructions=instructions, - messages=messages, - channel=mock_channel, - chat_client=mock_chat_client + # Delta 2 + await conversation.upsert_message( + role="assistant", + user_id="agent", + content=" world", + message_id=msg_id, + content_index=1, + completed=False ) - # Pre-populate some stream IDs for testing - conversation.internal_ids_to_stream_ids = { - "msg-0": "stream-msg-0" - } - - yield conversation + assert len(conversation.messages) == 3 # Same message + assert conversation.messages[-1].content == "Hello world" - # Cleanup after each test - conversation.shutdown() - - def test_initialization(self, stream_conversation, mock_channel, mock_chat_client): - """Test StreamConversation initialization.""" - assert stream_conversation.channel == mock_channel - assert stream_conversation.chat_client == mock_chat_client - assert isinstance(stream_conversation.internal_ids_to_stream_ids, dict) - assert len(stream_conversation.messages) == 1 - - def test_add_message(self, stream_conversation, mock_chat_client): - """Test adding a message to the stream with default completed=True.""" - new_message = Message( - original=None, - content="Test message", - role="user", - user_id="user123" + # Complete + await conversation.upsert_message( + role="assistant", + user_id="agent", + content="Hello world!", + message_id=msg_id, + completed=True, + replace=True ) - new_message.id = "new-msg-id" - - stream_conversation.add_message(new_message) - - # Verify message was added locally immediately - assert len(stream_conversation.messages) == 2 - assert stream_conversation.messages[-1] == new_message - - # Wait for async operations to complete - assert stream_conversation.wait_for_pending_operations(timeout=2.0) - # Verify Stream API was called - mock_chat_client.send_message.assert_called_once() - call_args = mock_chat_client.send_message.call_args - assert call_args[0][0] == "messaging" # channel type - assert call_args[0][1] == "test-channel-123" # channel id - - request = call_args[0][2] - assert isinstance(request, MessageRequest) - assert request.text == "Test message" - assert request.user_id == "user123" - - # Verify ID mapping was stored - assert "new-msg-id" in stream_conversation.internal_ids_to_stream_ids - assert stream_conversation.internal_ids_to_stream_ids["new-msg-id"] == "stream-message-123" - - # Wait a bit more for the update operation to complete - time.sleep(0.1) - - # Verify update_message_partial was called (completed=True is default) - mock_chat_client.update_message_partial.assert_called_once() - update_args = mock_chat_client.update_message_partial.call_args - assert update_args[0][0] == "stream-message-123" - assert update_args[1]["user_id"] == "user123" - assert update_args[1]["set"]["text"] == "Test message" - assert update_args[1]["set"]["generating"] is False # completed=True means not generating + assert len(conversation.messages) == 3 # Still same message + assert conversation.messages[-1].content == "Hello world!" - def test_add_message_with_completed_false(self, stream_conversation, mock_chat_client): - """Test adding a message with completed=False (still generating).""" - # Ensure previous operations are complete - stream_conversation.wait_for_pending_operations(timeout=1.0) + @pytest.mark.asyncio + async def test_upsert_message_out_of_order_deltas(self, conversation): + """Test that out-of-order deltas are buffered correctly.""" + msg_id = "ooo-msg" - # Reset mocks - mock_chat_client.send_message.reset_mock() - mock_chat_client.ephemeral_message_update.reset_mock() - mock_chat_client.update_message_partial.reset_mock() - - new_message = Message( - original=None, - content="Generating message", + # Send delta index 1 first + await conversation.upsert_message( role="assistant", - user_id="assistant" - ) - new_message.id = "gen-msg-id" - - stream_conversation.add_message(new_message, completed=False) - - # Verify message was added locally - assert len(stream_conversation.messages) == 2 - assert stream_conversation.messages[-1] == new_message - - # Wait for async operations to complete - assert stream_conversation.wait_for_pending_operations(timeout=2.0) - - # Verify Stream API was called - mock_chat_client.send_message.assert_called_once() - - # Give a bit more time for the update operation to be queued and processed - time.sleep(0.2) - - # Verify ephemeral_message_update was called (completed=False) - mock_chat_client.ephemeral_message_update.assert_called_once() - mock_chat_client.update_message_partial.assert_not_called() - - update_args = mock_chat_client.ephemeral_message_update.call_args - assert update_args[0][0] == "stream-message-123" - assert update_args[1]["user_id"] == "assistant" - assert update_args[1]["set"]["text"] == "Generating message" - assert update_args[1]["set"]["generating"] is True # completed=False means still generating - - def test_update_message_existing(self, stream_conversation, mock_chat_client): - """Test updating an existing message by appending content.""" - # Update existing message by appending (replace_content=False, completed=False) - stream_conversation.update_message( - message_id="msg-0", - input_text=" additional text", - user_id="user1", - replace_content=False, + user_id="agent", + content=" world", + message_id=msg_id, + content_index=1, completed=False ) - # Verify message content was appended immediately - assert stream_conversation.messages[0].content == "Hello additional text" - - # Wait for async operations to complete - assert stream_conversation.wait_for_pending_operations(timeout=2.0) - - # Verify Stream API was called with ephemeral_message_update (not completed) - mock_chat_client.ephemeral_message_update.assert_called_once() - call_args = mock_chat_client.ephemeral_message_update.call_args - assert call_args[0][0] == "stream-msg-0" # stream message ID - assert call_args[1]["user_id"] == "user1" - assert call_args[1]["set"]["text"] == "Hello additional text" - assert call_args[1]["set"]["generating"] is True # not completed = still generating - - def test_update_message_replace(self, stream_conversation, mock_chat_client): - """Test replacing message content (replace_content=True).""" - # Mock update_message_partial for completed messages - mock_chat_client.update_message_partial = Mock(return_value=Mock()) - - stream_conversation.update_message( - message_id="msg-0", - input_text="Replaced content", - user_id="user1", - replace_content=True, - completed=True - ) - - # Verify message content was replaced - assert stream_conversation.messages[0].content == "Replaced content" - - # Wait for async operations to complete - assert stream_conversation.wait_for_pending_operations(timeout=2.0) + # Content should be empty (waiting for index 0) + assert conversation.messages[-1].content == "" - # Verify Stream API was called with update_message_partial (completed) - mock_chat_client.update_message_partial.assert_called_once() - call_args = mock_chat_client.update_message_partial.call_args - assert call_args[0][0] == "stream-msg-0" # stream message ID - assert call_args[1]["user_id"] == "user1" - assert call_args[1]["set"]["text"] == "Replaced content" - assert call_args[1]["set"]["generating"] is False # completed = not generating - - def test_update_message_not_found(self, stream_conversation, mock_chat_client): - """Test updating a non-existent message creates a new one.""" - # Reset the send_message mock for this test - mock_chat_client.send_message.reset_mock() - - stream_conversation.update_message( - message_id="non-existent-id", - input_text="New message content", - user_id="user2", - replace_content=True, + # Send delta index 0 + await conversation.upsert_message( + role="assistant", + user_id="agent", + content="Hello", + message_id=msg_id, + content_index=0, completed=False ) - # Should have added a new message - assert len(stream_conversation.messages) == 2 - - # Verify the new message was created correctly - new_msg = stream_conversation.messages[-1] - assert new_msg.id == "non-existent-id" - assert new_msg.content == "New message content" - assert new_msg.user_id == "user2" - - # Wait for async operations to complete - assert stream_conversation.wait_for_pending_operations(timeout=2.0) - time.sleep(0.2) # Give extra time for update operation - - # Verify send_message was called (not update) - mock_chat_client.send_message.assert_called_once() + # Now both should be applied + assert conversation.messages[-1].content == "Hello world" - def test_update_message_completed_vs_generating(self, stream_conversation, mock_chat_client): - """Test that completed=True calls update_message_partial and completed=False calls ephemeral_message_update.""" - # Mock update_message_partial for completed messages - mock_chat_client.update_message_partial = Mock(return_value=Mock()) + @pytest.mark.asyncio + async def test_upsert_message_replace_vs_append(self, conversation): + """Test replace vs append behavior.""" + msg_id = "replace-test" - # Test with completed=False (still generating) - stream_conversation.update_message( - message_id="msg-0", - input_text=" in progress", - user_id="user1", - replace_content=False, + # Create initial message + await conversation.upsert_message( + role="assistant", + user_id="agent", + content="Initial", + message_id=msg_id, completed=False ) - # Wait for async operations - assert stream_conversation.wait_for_pending_operations(timeout=2.0) - - # Should call ephemeral_message_update - mock_chat_client.ephemeral_message_update.assert_called() - mock_chat_client.update_message_partial.assert_not_called() - - # Reset mocks - mock_chat_client.ephemeral_message_update.reset_mock() - - # Test with completed=True - stream_conversation.update_message( - message_id="msg-0", - input_text="Final content", - user_id="user1", - replace_content=True, - completed=True + # Append + await conversation.upsert_message( + role="assistant", + user_id="agent", + content=" appended", + message_id=msg_id, + completed=False, + replace=False ) - # Wait for async operations - assert stream_conversation.wait_for_pending_operations(timeout=2.0) + assert conversation.messages[-1].content == "Initial appended" - # Should call update_message_partial - mock_chat_client.update_message_partial.assert_called_once() - mock_chat_client.ephemeral_message_update.assert_not_called() - - def test_update_message_no_stream_id(self, stream_conversation, mock_chat_client): - """Test updating a message without a stream ID mapping.""" - # Add a message without stream ID mapping - new_msg = Message( - original=None, - content="Test", - role="user", - user_id="user3" - ) - new_msg.id = "unmapped-msg" - stream_conversation.messages.append(new_msg) - - # Try to update it by appending - stream_conversation.update_message( - message_id="unmapped-msg", - input_text=" updated", - user_id="user3", - replace_content=False, - completed=False + # Replace + await conversation.upsert_message( + role="assistant", + user_id="agent", + content="Replaced", + message_id=msg_id, + completed=True, + replace=True ) - # Message should still be updated locally (with space handling) - assert stream_conversation.messages[-1].content == "Test updated" - - # Since there's no stream_id mapping, the API call should be skipped - # This is the expected behavior - we don't sync messages without stream IDs - mock_chat_client.ephemeral_message_update.assert_not_called() - - def test_streaming_message_handle(self, stream_conversation, mock_chat_client): - """Test streaming message with handle API.""" - # Reset mocks - mock_chat_client.send_message.reset_mock() - mock_chat_client.ephemeral_message_update.reset_mock() - mock_chat_client.update_message_partial.reset_mock() - - # Start a streaming message - handle = stream_conversation.start_streaming_message(role="assistant", initial_content="Processing") - - # Verify message was added and marked as generating - assert len(stream_conversation.messages) == 2 - assert stream_conversation.messages[-1].content == "Processing" - assert stream_conversation.messages[-1].role == "assistant" - assert isinstance(handle, StreamHandle) - assert handle.user_id == "assistant" - - # Wait for async operations - assert stream_conversation.wait_for_pending_operations(timeout=2.0) - time.sleep(0.2) # Give extra time for update operation - - # Verify send_message was called - mock_chat_client.send_message.assert_called_once() - # Verify ephemeral_message_update was called (completed=False by default) - mock_chat_client.ephemeral_message_update.assert_called_once() - - # Reset for next operations - mock_chat_client.ephemeral_message_update.reset_mock() - - # Append to the message - stream_conversation.append_to_message(handle, "...") - assert stream_conversation.messages[-1].content == "Processing..." - - # Wait for append operation to complete - assert stream_conversation.wait_for_pending_operations(timeout=2.0) - - mock_chat_client.ephemeral_message_update.assert_called_once() - - # Replace the message - stream_conversation.replace_message(handle, "Complete response") - assert stream_conversation.messages[-1].content == "Complete response" - - # Wait for replace operation to complete - assert stream_conversation.wait_for_pending_operations(timeout=2.0) - - assert mock_chat_client.ephemeral_message_update.call_count == 2 - - # Complete the message - mock_chat_client.update_message_partial.reset_mock() - stream_conversation.complete_message(handle) - - # Wait for complete operation - assert stream_conversation.wait_for_pending_operations(timeout=2.0) - - mock_chat_client.update_message_partial.assert_called_once() - - def test_multiple_streaming_handles(self, stream_conversation, mock_chat_client): - """Test multiple concurrent streaming messages with Stream API.""" - # Reset mocks - mock_chat_client.send_message.reset_mock() - mock_chat_client.ephemeral_message_update.reset_mock() - - # Mock different message IDs for each send - mock_response1 = Mock() - mock_response1.data.message.id = "stream-msg-1" - mock_response2 = Mock() - mock_response2.data.message.id = "stream-msg-2" - mock_chat_client.send_message.side_effect = [mock_response1, mock_response2] - - # Start two streaming messages with empty initial content - handle1 = stream_conversation.start_streaming_message(role="user", user_id="user123", initial_content="") - handle2 = stream_conversation.start_streaming_message(role="assistant", initial_content="") - - assert len(stream_conversation.messages) == 3 # 1 initial + 2 new - - # Wait for initial operations to complete - assert stream_conversation.wait_for_pending_operations(timeout=2.0) - time.sleep(0.3) # Give extra time for update operations - - # Update them independently - stream_conversation.append_to_message(handle1, "Hello?") - stream_conversation.append_to_message(handle2, "Hi there!") - - # Wait for append operations to complete - assert stream_conversation.wait_for_pending_operations(timeout=2.0) - - # Find messages by their handles to verify correct updates - msg1 = next(msg for msg in stream_conversation.messages if msg.id == handle1.message_id) - msg2 = next(msg for msg in stream_conversation.messages if msg.id == handle2.message_id) - - assert msg1.content == "Hello?" - assert msg2.content == "Hi there!" - - # Verify ephemeral updates were called for both - assert mock_chat_client.ephemeral_message_update.call_count >= 4 # 2 initial + 2 appends - - # Complete both - stream_conversation.complete_message(handle1) - stream_conversation.complete_message(handle2) - - # Wait for completion operations - assert stream_conversation.wait_for_pending_operations(timeout=2.0) - - # Verify update_message_partial was called for both completions - assert mock_chat_client.update_message_partial.call_count == 2 - - def test_worker_thread_async_operations(self, stream_conversation, mock_chat_client): - """Test that operations are processed asynchronously by the worker thread.""" - # Reset mocks - mock_chat_client.send_message.reset_mock() - mock_chat_client.ephemeral_message_update.reset_mock() - - # Add multiple messages quickly - messages = [] - for i in range(5): - msg = Message( - original=None, - content=f"Message {i}", - role="user", - user_id=f"user{i}" - ) - messages.append(msg) - stream_conversation.add_message(msg, completed=False) - - # Verify messages were added locally immediately - assert len(stream_conversation.messages) == 6 # 1 initial + 5 new - - # Wait for all operations to complete - assert stream_conversation.wait_for_pending_operations(timeout=3.0) - - # Give a bit more time for update operations - time.sleep(0.5) - - # Verify all send_message calls were made - assert mock_chat_client.send_message.call_count == 5 - - # Verify all ephemeral_message_update calls were made - assert mock_chat_client.ephemeral_message_update.call_count >= 5 + assert conversation.messages[-1].content == "Replaced" - def test_wait_for_pending_operations_timeout(self, stream_conversation, mock_chat_client): - """Test that wait_for_pending_operations returns False on timeout.""" - # Make send_message block for a long time - block_event = threading.Event() - - def slow_send_message(*args, **kwargs): - block_event.wait(timeout=5.0) # Block for 5 seconds - mock_response = Mock() - mock_response.data.message.id = "stream-message-slow" - return mock_response - - mock_chat_client.send_message.side_effect = slow_send_message - - # Add a message - msg = Message(original=None, content="Slow message", role="user", user_id="user1") - stream_conversation.add_message(msg) + @pytest.mark.asyncio + async def test_late_deltas_ignored_after_completion(self, conversation): + """Test that deltas arriving after completion are ignored.""" + msg_id = "late-delta-msg" - # Wait should timeout - assert not stream_conversation.wait_for_pending_operations(timeout=0.5) - - # Unblock the operation - block_event.set() - - # Now wait should succeed - assert stream_conversation.wait_for_pending_operations(timeout=2.0) - - def test_shutdown_worker_thread(self, mock_chat_client, mock_channel): - """Test that shutdown properly stops the worker thread.""" - # Create a fresh conversation without using the fixture to avoid double shutdown - conversation = StreamConversation( # noqa: F821 - instructions="Test", - messages=[], - channel=mock_channel, - chat_client=mock_chat_client + # Complete message first + await conversation.upsert_message( + role="assistant", + user_id="agent", + content="Final text", + message_id=msg_id, + completed=True ) - # Verify thread is alive - assert conversation._worker_thread.is_alive() + initial_content = conversation.messages[-1].content - # Shutdown - conversation.shutdown() - - # Verify thread stopped - assert not conversation._worker_thread.is_alive() + # Late delta arrives (should be ignored) + await conversation.upsert_message( + role="assistant", + user_id="agent", + content="Late", + message_id=msg_id, + content_index=0, + completed=False + ) - # Verify shutdown flag is set - assert conversation._shutdown is True - - -@pytest.fixture -def mock_stream_client(): - """Create a mock Stream client for testing.""" - from getstream import Stream - - client = Mock(spec=Stream) - - # Mock user creation - mock_user = Mock() - mock_user.id = "test-agent-user" - mock_user.name = "Test Agent" - client.create_user.return_value = mock_user - - # Mock video.call - mock_call = Mock() - mock_call.id = "test-call-123" - client.video.call.return_value = mock_call - - return client - - -@pytest.mark.integration -def test_stream_conversation_integration(): - """Integration test with real Stream client (requires credentials).""" - - load_dotenv() - - if not os.getenv("STREAM_API_KEY"): - pytest.skip("Stream credentials not available") - - # Create real client - client = Stream.from_env() - - # Create a test channel and user - user = client.create_user(id="test-user") - channel = client.chat.get_or_create_channel("messaging", str(uuid.uuid4()), data=ChannelInput(created_by_id=user.id)).data.channel - - # Create conversation - conversation = StreamConversation( # noqa: F821 - instructions="Test assistant", - messages=[], - channel=channel, - chat_client=client.chat - ) - - # Add a message - message = Message( - original=None, - content="Hello from test", - role="user", - user_id=user.id - ) - conversation.add_message(message) - - # Wait for async operations to complete - assert conversation.wait_for_pending_operations(timeout=5.0) - - # Verify message was sent - assert len(conversation.messages) == 1 - assert message.id in conversation.internal_ids_to_stream_ids - - # update message with replace - conversation.update_message(message_id=message.id, input_text="Replaced content", user_id=user.id, replace_content=True, completed=True) - assert conversation.wait_for_pending_operations(timeout=5.0) - - channel_data = client.chat.get_or_create_channel("messaging", channel.id, state=True).data - assert len(channel_data.messages) == 1 - assert channel_data.messages[0].text == "Replaced content" - # Note: generating flag might not be in custom field depending on Stream API version - - # update message with delta - conversation.update_message(message_id=message.id, input_text=" more stuff", user_id=user.id, - replace_content=False, completed=True) - assert conversation.wait_for_pending_operations(timeout=5.0) - - channel_data = client.chat.get_or_create_channel("messaging", channel.id, state=True).data - assert len(channel_data.messages) == 1 - assert channel_data.messages[0].text == "Replaced content more stuff" - # Note: generating flag might not be in custom field depending on Stream API version - - # Test add_message with completed=False - message2 = Message( - original=None, - content="Still generating...", - role="assistant", - user_id="assistant" - ) - conversation.add_message(message2, completed=False) - assert conversation.wait_for_pending_operations(timeout=5.0) - time.sleep(0.2) # Give extra time for update operation - - channel_data = client.chat.get_or_create_channel("messaging", channel.id, state=True).data - assert len(channel_data.messages) == 2 - assert channel_data.messages[1].text == "Still generating..." - # Note: generating flag might not be in custom field depending on Stream API version - - # Test streaming handle API - handle = conversation.start_streaming_message(role="assistant", initial_content="Thinking") - assert conversation.wait_for_pending_operations(timeout=5.0) - time.sleep(0.2) # Give extra time for update operation - - conversation.append_to_message(handle, "...") - assert conversation.wait_for_pending_operations(timeout=5.0) - - conversation.replace_message(handle, "The answer is 42") - assert conversation.wait_for_pending_operations(timeout=5.0) - - conversation.complete_message(handle) - assert conversation.wait_for_pending_operations(timeout=5.0) - - channel_data = client.chat.get_or_create_channel("messaging", channel.id, state=True).data - assert len(channel_data.messages) == 3 - assert channel_data.messages[2].text == "The answer is 42" - # Note: generating flag might not be in custom field depending on Stream API version - - # Cleanup - conversation.shutdown() + # Content should be unchanged + assert conversation.messages[-1].content == initial_content From 102a61eb3d56ba84fed2fcd1635fba0d40dd3204 Mon Sep 17 00:00:00 2001 From: Tommaso Barbugli Date: Wed, 15 Oct 2025 17:03:39 +0200 Subject: [PATCH 17/25] mypy everything --- .../vision_agents/core/agents/events.py | 20 +- .../vision_agents/core/edge/sfu_events.py | 709 ++++++++++++------ agents-core/vision_agents/core/events/base.py | 2 +- .../plugins/openai/openai_llm.py | 11 +- 4 files changed, 491 insertions(+), 251 deletions(-) diff --git a/agents-core/vision_agents/core/agents/events.py b/agents-core/vision_agents/core/agents/events.py index 004247f1..e271a145 100644 --- a/agents-core/vision_agents/core/agents/events.py +++ b/agents-core/vision_agents/core/agents/events.py @@ -6,9 +6,10 @@ @dataclass class AgentSayEvent(PluginBaseEvent): """Event emitted when the agent wants to say something.""" - type: str = field(default='agent.say', init=False) + + type: str = field(default="agent.say", init=False) text: str = "" - user_id: Optional[str] = None + user_id: Optional[str] = None # type: ignore[assignment] metadata: Optional[Dict[str, Any]] = None def __post_init__(self): @@ -19,18 +20,20 @@ def __post_init__(self): @dataclass class AgentSayStartedEvent(PluginBaseEvent): """Event emitted when agent speech synthesis starts.""" - type: str = field(default='agent.say_started', init=False) + + type: str = field(default="agent.say_started", init=False) text: str = "" - user_id: Optional[str] = None + user_id: Optional[str] = None # type: ignore[assignment] synthesis_id: Optional[str] = None @dataclass class AgentSayCompletedEvent(PluginBaseEvent): """Event emitted when agent speech synthesis completes.""" - type: str = field(default='agent.say_completed', init=False) + + type: str = field(default="agent.say_completed", init=False) text: str = "" - user_id: Optional[str] = None + user_id: Optional[str] = None # type: ignore[assignment] synthesis_id: Optional[str] = None duration_ms: Optional[float] = None @@ -38,9 +41,10 @@ class AgentSayCompletedEvent(PluginBaseEvent): @dataclass class AgentSayErrorEvent(PluginBaseEvent): """Event emitted when agent speech synthesis encounters an error.""" - type: str = field(default='agent.say_error', init=False) + + type: str = field(default="agent.say_error", init=False) text: str = "" - user_id: Optional[str] = None + user_id: Optional[str] = None # type: ignore[assignment] error: Optional[Exception] = None @property diff --git a/agents-core/vision_agents/core/edge/sfu_events.py b/agents-core/vision_agents/core/edge/sfu_events.py index 9556ac76..2b3c180d 100644 --- a/agents-core/vision_agents/core/edge/sfu_events.py +++ b/agents-core/vision_agents/core/edge/sfu_events.py @@ -1,4 +1,5 @@ """Auto-generated SFU event dataclasses. Do not edit manually.""" + # Generated by _generate_sfu_events.py from __future__ import annotations @@ -21,88 +22,106 @@ def _to_dict(message) -> Dict[str, Any]: except Exception: return {} + # ============================================================================== # Message Type Wrappers # These are wrappers for protobuf message types used in events # ============================================================================== + @dataclass class Browser(DataClassJsonMixin): """Wrapper for stream.video.sfu.models.Browser.""" + name: Optional[str] = None version: Optional[str] = None @classmethod - def from_proto(cls, proto_obj) -> 'Browser': + def from_proto(cls, proto_obj) -> "Browser": """Create from protobuf Browser.""" if proto_obj is None: return cls() - return cls( - name=proto_obj.name, - version=proto_obj.version - ) + return cls(name=proto_obj.name, version=proto_obj.version) + @dataclass class CallGrants(DataClassJsonMixin): """Wrapper for stream.video.sfu.models.CallGrants.""" + can_publish_audio: Optional[bool] = None can_publish_video: Optional[bool] = None can_screenshare: Optional[bool] = None @classmethod - def from_proto(cls, proto_obj) -> 'CallGrants': + def from_proto(cls, proto_obj) -> "CallGrants": """Create from protobuf CallGrants.""" if proto_obj is None: return cls() return cls( can_publish_audio=proto_obj.can_publish_audio, can_publish_video=proto_obj.can_publish_video, - can_screenshare=proto_obj.can_screenshare + can_screenshare=proto_obj.can_screenshare, ) + @dataclass class CallState(DataClassJsonMixin): """Wrapper for stream.video.sfu.models.CallState.""" + participants: Optional[List[Participant]] = None started_at: Optional[Any] = None participant_count: Optional[ParticipantCount] = None pins: Optional[List[Pin]] = None @classmethod - def from_proto(cls, proto_obj) -> 'CallState': + def from_proto(cls, proto_obj) -> "CallState": """Create from protobuf CallState.""" if proto_obj is None: return cls() return cls( - participants=[Participant.from_proto(item) for item in proto_obj.participants], - started_at=proto_obj.started_at if proto_obj.HasField('started_at') else None, - participant_count=ParticipantCount.from_proto(proto_obj.participant_count) if proto_obj.HasField('participant_count') else None, - pins=[Pin.from_proto(item) for item in proto_obj.pins] + participants=[ + Participant.from_proto(item) for item in proto_obj.participants + ], + started_at=proto_obj.started_at + if proto_obj.HasField("started_at") + else None, + participant_count=ParticipantCount.from_proto(proto_obj.participant_count) + if proto_obj.HasField("participant_count") + else None, + pins=[Pin.from_proto(item) for item in proto_obj.pins], ) + @dataclass class ClientDetails(DataClassJsonMixin): """Wrapper for stream.video.sfu.models.ClientDetails.""" + sdk: Optional[Sdk] = None os: Optional[OS] = None browser: Optional[Browser] = None device: Optional[Device] = None @classmethod - def from_proto(cls, proto_obj) -> 'ClientDetails': + def from_proto(cls, proto_obj) -> "ClientDetails": """Create from protobuf ClientDetails.""" if proto_obj is None: return cls() return cls( - sdk=Sdk.from_proto(proto_obj.sdk) if proto_obj.HasField('sdk') else None, - os=OS.from_proto(proto_obj.os) if proto_obj.HasField('os') else None, - browser=Browser.from_proto(proto_obj.browser) if proto_obj.HasField('browser') else None, - device=Device.from_proto(proto_obj.device) if proto_obj.HasField('device') else None + sdk=Sdk.from_proto(proto_obj.sdk) if proto_obj.HasField("sdk") else None, + os=OS.from_proto(proto_obj.os) if proto_obj.HasField("os") else None, + browser=Browser.from_proto(proto_obj.browser) + if proto_obj.HasField("browser") + else None, + device=Device.from_proto(proto_obj.device) + if proto_obj.HasField("device") + else None, ) + @dataclass class Codec(DataClassJsonMixin): """Wrapper for stream.video.sfu.models.Codec.""" + payload_type: Optional[int] = None name: Optional[str] = None clock_rate: Optional[int] = None @@ -110,7 +129,7 @@ class Codec(DataClassJsonMixin): fmtp: Optional[str] = None @classmethod - def from_proto(cls, proto_obj) -> 'Codec': + def from_proto(cls, proto_obj) -> "Codec": """Create from protobuf Codec.""" if proto_obj is None: return cls() @@ -119,95 +138,102 @@ def from_proto(cls, proto_obj) -> 'Codec': name=proto_obj.name, clock_rate=proto_obj.clock_rate, encoding_parameters=proto_obj.encoding_parameters, - fmtp=proto_obj.fmtp + fmtp=proto_obj.fmtp, ) + @dataclass class Device(DataClassJsonMixin): """Wrapper for stream.video.sfu.models.Device.""" + name: Optional[str] = None version: Optional[str] = None @classmethod - def from_proto(cls, proto_obj) -> 'Device': + def from_proto(cls, proto_obj) -> "Device": """Create from protobuf Device.""" if proto_obj is None: return cls() - return cls( - name=proto_obj.name, - version=proto_obj.version - ) + return cls(name=proto_obj.name, version=proto_obj.version) + @dataclass class Error(DataClassJsonMixin): """Wrapper for stream.video.sfu.models.Error. - + Enum fields (use values from models_pb2): - code: ErrorCode """ + code: Optional[int] = None message: Optional[str] = None should_retry: Optional[bool] = None @classmethod - def from_proto(cls, proto_obj) -> 'Error': + def from_proto(cls, proto_obj) -> "Error": """Create from protobuf Error.""" if proto_obj is None: return cls() return cls( code=proto_obj.code, message=proto_obj.message, - should_retry=proto_obj.should_retry + should_retry=proto_obj.should_retry, ) + @dataclass class ICETrickle(DataClassJsonMixin): """Wrapper for stream.video.sfu.models.ICETrickle. - + Enum fields (use values from models_pb2): - peer_type: PeerType """ + peer_type: Optional[int] = None ice_candidate: Optional[str] = None session_id: Optional[str] = None @classmethod - def from_proto(cls, proto_obj) -> 'ICETrickle': + def from_proto(cls, proto_obj) -> "ICETrickle": """Create from protobuf ICETrickle.""" if proto_obj is None: return cls() return cls( peer_type=proto_obj.peer_type, ice_candidate=proto_obj.ice_candidate, - session_id=proto_obj.session_id + session_id=proto_obj.session_id, ) + @dataclass class OS(DataClassJsonMixin): """Wrapper for stream.video.sfu.models.OS.""" + name: Optional[str] = None version: Optional[str] = None architecture: Optional[str] = None @classmethod - def from_proto(cls, proto_obj) -> 'OS': + def from_proto(cls, proto_obj) -> "OS": """Create from protobuf OS.""" if proto_obj is None: return cls() return cls( name=proto_obj.name, version=proto_obj.version, - architecture=proto_obj.architecture + architecture=proto_obj.architecture, ) + @dataclass class Participant(DataClassJsonMixin): """Wrapper for stream.video.sfu.models.Participant. - + Enum fields (use values from models_pb2): - published_tracks: TrackType - connection_quality: ConnectionQuality """ + user_id: Optional[str] = None session_id: Optional[str] = None published_tracks: Optional[List[int]] = None @@ -223,7 +249,7 @@ class Participant(DataClassJsonMixin): roles: Optional[List[str]] = None @classmethod - def from_proto(cls, proto_obj) -> 'Participant': + def from_proto(cls, proto_obj) -> "Participant": """Create from protobuf Participant.""" if proto_obj is None: return cls() @@ -231,7 +257,7 @@ def from_proto(cls, proto_obj) -> 'Participant': user_id=proto_obj.user_id, session_id=proto_obj.session_id, published_tracks=list(proto_obj.published_tracks), - joined_at=proto_obj.joined_at if proto_obj.HasField('joined_at') else None, + joined_at=proto_obj.joined_at if proto_obj.HasField("joined_at") else None, track_lookup_prefix=proto_obj.track_lookup_prefix, connection_quality=proto_obj.connection_quality, is_speaking=proto_obj.is_speaking, @@ -239,49 +265,49 @@ def from_proto(cls, proto_obj) -> 'Participant': audio_level=proto_obj.audio_level, name=proto_obj.name, image=proto_obj.image, - custom=proto_obj.custom if proto_obj.HasField('custom') else None, - roles=list(proto_obj.roles) + custom=proto_obj.custom if proto_obj.HasField("custom") else None, + roles=list(proto_obj.roles), ) + @dataclass class ParticipantCount(DataClassJsonMixin): """Wrapper for stream.video.sfu.models.ParticipantCount.""" + total: Optional[int] = None anonymous: Optional[int] = None @classmethod - def from_proto(cls, proto_obj) -> 'ParticipantCount': + def from_proto(cls, proto_obj) -> "ParticipantCount": """Create from protobuf ParticipantCount.""" if proto_obj is None: return cls() - return cls( - total=proto_obj.total, - anonymous=proto_obj.anonymous - ) + return cls(total=proto_obj.total, anonymous=proto_obj.anonymous) + @dataclass class Pin(DataClassJsonMixin): """Wrapper for stream.video.sfu.models.Pin.""" + user_id: Optional[str] = None session_id: Optional[str] = None @classmethod - def from_proto(cls, proto_obj) -> 'Pin': + def from_proto(cls, proto_obj) -> "Pin": """Create from protobuf Pin.""" if proto_obj is None: return cls() - return cls( - user_id=proto_obj.user_id, - session_id=proto_obj.session_id - ) + return cls(user_id=proto_obj.user_id, session_id=proto_obj.session_id) + @dataclass class PublishOption(DataClassJsonMixin): """Wrapper for stream.video.sfu.models.PublishOption. - + Enum fields (use values from models_pb2): - track_type: TrackType """ + track_type: Optional[int] = None codec: Optional[Codec] = None bitrate: Optional[int] = None @@ -293,36 +319,42 @@ class PublishOption(DataClassJsonMixin): use_single_layer: Optional[bool] = None @classmethod - def from_proto(cls, proto_obj) -> 'PublishOption': + def from_proto(cls, proto_obj) -> "PublishOption": """Create from protobuf PublishOption.""" if proto_obj is None: return cls() return cls( track_type=proto_obj.track_type, - codec=Codec.from_proto(proto_obj.codec) if proto_obj.HasField('codec') else None, + codec=Codec.from_proto(proto_obj.codec) + if proto_obj.HasField("codec") + else None, bitrate=proto_obj.bitrate, fps=proto_obj.fps, max_spatial_layers=proto_obj.max_spatial_layers, max_temporal_layers=proto_obj.max_temporal_layers, - video_dimension=VideoDimension.from_proto(proto_obj.video_dimension) if proto_obj.HasField('video_dimension') else None, + video_dimension=VideoDimension.from_proto(proto_obj.video_dimension) + if proto_obj.HasField("video_dimension") + else None, id=proto_obj.id, - use_single_layer=proto_obj.use_single_layer + use_single_layer=proto_obj.use_single_layer, ) + @dataclass class Sdk(DataClassJsonMixin): """Wrapper for stream.video.sfu.models.Sdk. - + Enum fields (use values from models_pb2): - type: SdkType """ + type: Optional[int] = None major: Optional[str] = None minor: Optional[str] = None patch: Optional[str] = None @classmethod - def from_proto(cls, proto_obj) -> 'Sdk': + def from_proto(cls, proto_obj) -> "Sdk": """Create from protobuf Sdk.""" if proto_obj is None: return cls() @@ -330,36 +362,40 @@ def from_proto(cls, proto_obj) -> 'Sdk': type=proto_obj.type, major=proto_obj.major, minor=proto_obj.minor, - patch=proto_obj.patch + patch=proto_obj.patch, ) + @dataclass class SubscribeOption(DataClassJsonMixin): """Wrapper for stream.video.sfu.models.SubscribeOption. - + Enum fields (use values from models_pb2): - track_type: TrackType """ + track_type: Optional[int] = None codecs: Optional[List[Codec]] = None @classmethod - def from_proto(cls, proto_obj) -> 'SubscribeOption': + def from_proto(cls, proto_obj) -> "SubscribeOption": """Create from protobuf SubscribeOption.""" if proto_obj is None: return cls() return cls( track_type=proto_obj.track_type, - codecs=[Codec.from_proto(item) for item in proto_obj.codecs] + codecs=[Codec.from_proto(item) for item in proto_obj.codecs], ) + @dataclass class TrackInfo(DataClassJsonMixin): """Wrapper for stream.video.sfu.models.TrackInfo. - + Enum fields (use values from models_pb2): - track_type: TrackType """ + track_id: Optional[str] = None track_type: Optional[int] = None layers: Optional[List[VideoLayer]] = None @@ -372,7 +408,7 @@ class TrackInfo(DataClassJsonMixin): publish_option_id: Optional[int] = None @classmethod - def from_proto(cls, proto_obj) -> 'TrackInfo': + def from_proto(cls, proto_obj) -> "TrackInfo": """Create from protobuf TrackInfo.""" if proto_obj is None: return cls() @@ -385,33 +421,36 @@ def from_proto(cls, proto_obj) -> 'TrackInfo': stereo=proto_obj.stereo, red=proto_obj.red, muted=proto_obj.muted, - codec=Codec.from_proto(proto_obj.codec) if proto_obj.HasField('codec') else None, - publish_option_id=proto_obj.publish_option_id + codec=Codec.from_proto(proto_obj.codec) + if proto_obj.HasField("codec") + else None, + publish_option_id=proto_obj.publish_option_id, ) + @dataclass class VideoDimension(DataClassJsonMixin): """Wrapper for stream.video.sfu.models.VideoDimension.""" + width: Optional[int] = None height: Optional[int] = None @classmethod - def from_proto(cls, proto_obj) -> 'VideoDimension': + def from_proto(cls, proto_obj) -> "VideoDimension": """Create from protobuf VideoDimension.""" if proto_obj is None: return cls() - return cls( - width=proto_obj.width, - height=proto_obj.height - ) + return cls(width=proto_obj.width, height=proto_obj.height) + @dataclass class VideoLayer(DataClassJsonMixin): """Wrapper for stream.video.sfu.models.VideoLayer. - + Enum fields (use values from models_pb2): - quality: VideoQuality """ + rid: Optional[str] = None video_dimension: Optional[VideoDimension] = None bitrate: Optional[int] = None @@ -419,16 +458,18 @@ class VideoLayer(DataClassJsonMixin): quality: Optional[int] = None @classmethod - def from_proto(cls, proto_obj) -> 'VideoLayer': + def from_proto(cls, proto_obj) -> "VideoLayer": """Create from protobuf VideoLayer.""" if proto_obj is None: return cls() return cls( rid=proto_obj.rid, - video_dimension=VideoDimension.from_proto(proto_obj.video_dimension) if proto_obj.HasField('video_dimension') else None, + video_dimension=VideoDimension.from_proto(proto_obj.video_dimension) + if proto_obj.HasField("video_dimension") + else None, bitrate=proto_obj.bitrate, fps=proto_obj.fps, - quality=proto_obj.quality + quality=proto_obj.quality, ) @@ -436,32 +477,34 @@ def from_proto(cls, proto_obj) -> 'VideoLayer': # Event Classes # ============================================================================== + @dataclass class AudioLevelEvent(BaseEvent): """Dataclass event for video.sfu.event.events_pb2.AudioLevel.""" + type: str = field(default="stream.video.sfu.event.AudioLevel", init=False) payload: Optional[events_pb2.AudioLevel] = field(default=None, repr=False) @property - def user_id(self) -> Optional[str]: + def user_id(self) -> Optional[str]: # type: ignore[override] """Access user_id field from the protobuf payload.""" if self.payload is None: return None - return getattr(self.payload, 'user_id', None) + return getattr(self.payload, "user_id", None) @property def level(self) -> Optional[float]: """Access level field from the protobuf payload.""" if self.payload is None: return None - return getattr(self.payload, 'level', None) + return getattr(self.payload, "level", None) @property def is_speaking(self) -> Optional[bool]: """Access is_speaking field from the protobuf payload.""" if self.payload is None: return None - return getattr(self.payload, 'is_speaking', None) + return getattr(self.payload, "is_speaking", None) @classmethod def from_proto(cls, proto_obj: events_pb2.AudioLevel, **extra): @@ -478,11 +521,15 @@ def __getattr__(self, item: str): """Delegate attribute access to protobuf payload.""" if self.payload is not None: return getattr(self.payload, item) - raise AttributeError(f"'{self.__class__.__name__}' object has no attribute '{item}'") + raise AttributeError( + f"'{self.__class__.__name__}' object has no attribute '{item}'" + ) + @dataclass class AudioLevelChangedEvent(BaseEvent): """Dataclass event for video.sfu.event.events_pb2.AudioLevelChanged.""" + type: str = field(default="stream.video.sfu.event.AudioLevelChanged", init=False) payload: Optional[events_pb2.AudioLevelChanged] = field(default=None, repr=False) @@ -491,7 +538,7 @@ def audio_levels(self) -> Optional[List[Any]]: """Access audio_levels field from the protobuf payload.""" if self.payload is None: return None - return getattr(self.payload, 'audio_levels', None) + return getattr(self.payload, "audio_levels", None) @classmethod def from_proto(cls, proto_obj: events_pb2.AudioLevelChanged, **extra): @@ -508,11 +555,15 @@ def __getattr__(self, item: str): """Delegate attribute access to protobuf payload.""" if self.payload is not None: return getattr(self.payload, item) - raise AttributeError(f"'{self.__class__.__name__}' object has no attribute '{item}'") + raise AttributeError( + f"'{self.__class__.__name__}' object has no attribute '{item}'" + ) + @dataclass class AudioSenderEvent(BaseEvent): """Dataclass event for video.sfu.event.events_pb2.AudioSender.""" + type: str = field(default="stream.video.sfu.event.AudioSender", init=False) payload: Optional[events_pb2.AudioSender] = field(default=None, repr=False) @@ -521,7 +572,7 @@ def codec(self) -> Optional[Codec]: """Access codec field from the protobuf payload.""" if self.payload is None: return None - proto_val = getattr(self.payload, 'codec', None) + proto_val = getattr(self.payload, "codec", None) return Codec.from_proto(proto_val) if proto_val is not None else None @property @@ -529,14 +580,14 @@ def track_type(self) -> Optional[int]: """Access track_type field from the protobuf payload. Use models_pb2.TrackType enum.""" if self.payload is None: return None - return getattr(self.payload, 'track_type', None) + return getattr(self.payload, "track_type", None) @property def publish_option_id(self) -> Optional[int]: """Access publish_option_id field from the protobuf payload.""" if self.payload is None: return None - return getattr(self.payload, 'publish_option_id', None) + return getattr(self.payload, "publish_option_id", None) @classmethod def from_proto(cls, proto_obj: events_pb2.AudioSender, **extra): @@ -553,11 +604,15 @@ def __getattr__(self, item: str): """Delegate attribute access to protobuf payload.""" if self.payload is not None: return getattr(self.payload, item) - raise AttributeError(f"'{self.__class__.__name__}' object has no attribute '{item}'") + raise AttributeError( + f"'{self.__class__.__name__}' object has no attribute '{item}'" + ) + @dataclass class CallEndedEvent(BaseEvent): """Dataclass event for video.sfu.event.events_pb2.CallEnded.""" + type: str = field(default="stream.video.sfu.event.CallEnded", init=False) payload: Optional[events_pb2.CallEnded] = field(default=None, repr=False) @@ -566,7 +621,7 @@ def reason(self) -> Optional[int]: """Access reason field from the protobuf payload. Use models_pb2.CallEndedReason enum.""" if self.payload is None: return None - return getattr(self.payload, 'reason', None) + return getattr(self.payload, "reason", None) @classmethod def from_proto(cls, proto_obj: events_pb2.CallEnded, **extra): @@ -583,11 +638,15 @@ def __getattr__(self, item: str): """Delegate attribute access to protobuf payload.""" if self.payload is not None: return getattr(self.payload, item) - raise AttributeError(f"'{self.__class__.__name__}' object has no attribute '{item}'") + raise AttributeError( + f"'{self.__class__.__name__}' object has no attribute '{item}'" + ) + @dataclass class CallGrantsUpdatedEvent(BaseEvent): """Dataclass event for video.sfu.event.events_pb2.CallGrantsUpdated.""" + type: str = field(default="stream.video.sfu.event.CallGrantsUpdated", init=False) payload: Optional[events_pb2.CallGrantsUpdated] = field(default=None, repr=False) @@ -596,7 +655,7 @@ def current_grants(self) -> Optional[CallGrants]: """Access current_grants field from the protobuf payload.""" if self.payload is None: return None - proto_val = getattr(self.payload, 'current_grants', None) + proto_val = getattr(self.payload, "current_grants", None) return CallGrants.from_proto(proto_val) if proto_val is not None else None @property @@ -604,7 +663,7 @@ def message(self) -> Optional[str]: """Access message field from the protobuf payload.""" if self.payload is None: return None - return getattr(self.payload, 'message', None) + return getattr(self.payload, "message", None) @classmethod def from_proto(cls, proto_obj: events_pb2.CallGrantsUpdated, **extra): @@ -621,11 +680,15 @@ def __getattr__(self, item: str): """Delegate attribute access to protobuf payload.""" if self.payload is not None: return getattr(self.payload, item) - raise AttributeError(f"'{self.__class__.__name__}' object has no attribute '{item}'") + raise AttributeError( + f"'{self.__class__.__name__}' object has no attribute '{item}'" + ) + @dataclass class ChangePublishOptionsEvent(BaseEvent): """Dataclass event for video.sfu.event.events_pb2.ChangePublishOptions.""" + type: str = field(default="stream.video.sfu.event.ChangePublishOptions", init=False) payload: Optional[events_pb2.ChangePublishOptions] = field(default=None, repr=False) @@ -634,15 +697,19 @@ def publish_options(self) -> Optional[List[PublishOption]]: """Access publish_options field from the protobuf payload.""" if self.payload is None: return None - proto_list = getattr(self.payload, 'publish_options', []) - return [PublishOption.from_proto(item) for item in proto_list] if proto_list else None + proto_list = getattr(self.payload, "publish_options", []) + return ( + [PublishOption.from_proto(item) for item in proto_list] + if proto_list + else None + ) @property def reason(self) -> Optional[str]: """Access reason field from the protobuf payload.""" if self.payload is None: return None - return getattr(self.payload, 'reason', None) + return getattr(self.payload, "reason", None) @classmethod def from_proto(cls, proto_obj: events_pb2.ChangePublishOptions, **extra): @@ -659,13 +726,21 @@ def __getattr__(self, item: str): """Delegate attribute access to protobuf payload.""" if self.payload is not None: return getattr(self.payload, item) - raise AttributeError(f"'{self.__class__.__name__}' object has no attribute '{item}'") + raise AttributeError( + f"'{self.__class__.__name__}' object has no attribute '{item}'" + ) + @dataclass class ChangePublishOptionsCompleteEvent(BaseEvent): """Dataclass event for video.sfu.event.events_pb2.ChangePublishOptionsComplete.""" - type: str = field(default="stream.video.sfu.event.ChangePublishOptionsComplete", init=False) - payload: Optional[events_pb2.ChangePublishOptionsComplete] = field(default=None, repr=False) + + type: str = field( + default="stream.video.sfu.event.ChangePublishOptionsComplete", init=False + ) + payload: Optional[events_pb2.ChangePublishOptionsComplete] = field( + default=None, repr=False + ) @classmethod def from_proto(cls, proto_obj: events_pb2.ChangePublishOptionsComplete, **extra): @@ -682,11 +757,15 @@ def __getattr__(self, item: str): """Delegate attribute access to protobuf payload.""" if self.payload is not None: return getattr(self.payload, item) - raise AttributeError(f"'{self.__class__.__name__}' object has no attribute '{item}'") + raise AttributeError( + f"'{self.__class__.__name__}' object has no attribute '{item}'" + ) + @dataclass class ChangePublishQualityEvent(BaseEvent): """Dataclass event for video.sfu.event.events_pb2.ChangePublishQuality.""" + type: str = field(default="stream.video.sfu.event.ChangePublishQuality", init=False) payload: Optional[events_pb2.ChangePublishQuality] = field(default=None, repr=False) @@ -695,14 +774,14 @@ def audio_senders(self) -> Optional[List[Any]]: """Access audio_senders field from the protobuf payload.""" if self.payload is None: return None - return getattr(self.payload, 'audio_senders', None) + return getattr(self.payload, "audio_senders", None) @property def video_senders(self) -> Optional[List[Any]]: """Access video_senders field from the protobuf payload.""" if self.payload is None: return None - return getattr(self.payload, 'video_senders', None) + return getattr(self.payload, "video_senders", None) @classmethod def from_proto(cls, proto_obj: events_pb2.ChangePublishQuality, **extra): @@ -719,20 +798,28 @@ def __getattr__(self, item: str): """Delegate attribute access to protobuf payload.""" if self.payload is not None: return getattr(self.payload, item) - raise AttributeError(f"'{self.__class__.__name__}' object has no attribute '{item}'") + raise AttributeError( + f"'{self.__class__.__name__}' object has no attribute '{item}'" + ) + @dataclass class ConnectionQualityChangedEvent(BaseEvent): """Dataclass event for video.sfu.event.events_pb2.ConnectionQualityChanged.""" - type: str = field(default="stream.video.sfu.event.ConnectionQualityChanged", init=False) - payload: Optional[events_pb2.ConnectionQualityChanged] = field(default=None, repr=False) + + type: str = field( + default="stream.video.sfu.event.ConnectionQualityChanged", init=False + ) + payload: Optional[events_pb2.ConnectionQualityChanged] = field( + default=None, repr=False + ) @property def connection_quality_updates(self) -> Optional[List[Any]]: """Access connection_quality_updates field from the protobuf payload.""" if self.payload is None: return None - return getattr(self.payload, 'connection_quality_updates', None) + return getattr(self.payload, "connection_quality_updates", None) @classmethod def from_proto(cls, proto_obj: events_pb2.ConnectionQualityChanged, **extra): @@ -749,27 +836,35 @@ def __getattr__(self, item: str): """Delegate attribute access to protobuf payload.""" if self.payload is not None: return getattr(self.payload, item) - raise AttributeError(f"'{self.__class__.__name__}' object has no attribute '{item}'") + raise AttributeError( + f"'{self.__class__.__name__}' object has no attribute '{item}'" + ) + @dataclass class ConnectionQualityInfoEvent(BaseEvent): """Dataclass event for video.sfu.event.events_pb2.ConnectionQualityInfo.""" - type: str = field(default="stream.video.sfu.event.ConnectionQualityInfo", init=False) - payload: Optional[events_pb2.ConnectionQualityInfo] = field(default=None, repr=False) + + type: str = field( + default="stream.video.sfu.event.ConnectionQualityInfo", init=False + ) + payload: Optional[events_pb2.ConnectionQualityInfo] = field( + default=None, repr=False + ) @property - def user_id(self) -> Optional[str]: + def user_id(self) -> Optional[str]: # type: ignore[override] """Access user_id field from the protobuf payload.""" if self.payload is None: return None - return getattr(self.payload, 'user_id', None) + return getattr(self.payload, "user_id", None) @property def connection_quality(self) -> Optional[int]: """Access connection_quality field from the protobuf payload. Use models_pb2.ConnectionQuality enum.""" if self.payload is None: return None - return getattr(self.payload, 'connection_quality', None) + return getattr(self.payload, "connection_quality", None) @classmethod def from_proto(cls, proto_obj: events_pb2.ConnectionQualityInfo, **extra): @@ -786,20 +881,28 @@ def __getattr__(self, item: str): """Delegate attribute access to protobuf payload.""" if self.payload is not None: return getattr(self.payload, item) - raise AttributeError(f"'{self.__class__.__name__}' object has no attribute '{item}'") + raise AttributeError( + f"'{self.__class__.__name__}' object has no attribute '{item}'" + ) + @dataclass class DominantSpeakerChangedEvent(BaseEvent): """Dataclass event for video.sfu.event.events_pb2.DominantSpeakerChanged.""" - type: str = field(default="stream.video.sfu.event.DominantSpeakerChanged", init=False) - payload: Optional[events_pb2.DominantSpeakerChanged] = field(default=None, repr=False) + + type: str = field( + default="stream.video.sfu.event.DominantSpeakerChanged", init=False + ) + payload: Optional[events_pb2.DominantSpeakerChanged] = field( + default=None, repr=False + ) @property - def user_id(self) -> Optional[str]: + def user_id(self) -> Optional[str]: # type: ignore[override] """Access user_id field from the protobuf payload.""" if self.payload is None: return None - return getattr(self.payload, 'user_id', None) + return getattr(self.payload, "user_id", None) @classmethod def from_proto(cls, proto_obj: events_pb2.DominantSpeakerChanged, **extra): @@ -816,11 +919,15 @@ def __getattr__(self, item: str): """Delegate attribute access to protobuf payload.""" if self.payload is not None: return getattr(self.payload, item) - raise AttributeError(f"'{self.__class__.__name__}' object has no attribute '{item}'") + raise AttributeError( + f"'{self.__class__.__name__}' object has no attribute '{item}'" + ) + @dataclass class ErrorEvent(BaseEvent): """Dataclass event for video.sfu.event.events_pb2.Error.""" + type: str = field(default="stream.video.sfu.event.Error", init=False) payload: Optional[events_pb2.Error] = field(default=None, repr=False) @@ -829,7 +936,7 @@ def error(self) -> Optional[Error]: """Access error field from the protobuf payload.""" if self.payload is None: return None - proto_val = getattr(self.payload, 'error', None) + proto_val = getattr(self.payload, "error", None) return Error.from_proto(proto_val) if proto_val is not None else None @property @@ -837,7 +944,7 @@ def reconnect_strategy(self) -> Optional[int]: """Access reconnect_strategy field from the protobuf payload. Use models_pb2.WebsocketReconnectStrategy enum.""" if self.payload is None: return None - return getattr(self.payload, 'reconnect_strategy', None) + return getattr(self.payload, "reconnect_strategy", None) @classmethod def from_proto(cls, proto_obj: events_pb2.Error, **extra): @@ -854,11 +961,15 @@ def __getattr__(self, item: str): """Delegate attribute access to protobuf payload.""" if self.payload is not None: return getattr(self.payload, item) - raise AttributeError(f"'{self.__class__.__name__}' object has no attribute '{item}'") + raise AttributeError( + f"'{self.__class__.__name__}' object has no attribute '{item}'" + ) + @dataclass class GoAwayEvent(BaseEvent): """Dataclass event for video.sfu.event.events_pb2.GoAway.""" + type: str = field(default="stream.video.sfu.event.GoAway", init=False) payload: Optional[events_pb2.GoAway] = field(default=None, repr=False) @@ -867,7 +978,7 @@ def reason(self) -> Optional[int]: """Access reason field from the protobuf payload. Use models_pb2.GoAwayReason enum.""" if self.payload is None: return None - return getattr(self.payload, 'reason', None) + return getattr(self.payload, "reason", None) @classmethod def from_proto(cls, proto_obj: events_pb2.GoAway, **extra): @@ -884,11 +995,15 @@ def __getattr__(self, item: str): """Delegate attribute access to protobuf payload.""" if self.payload is not None: return getattr(self.payload, item) - raise AttributeError(f"'{self.__class__.__name__}' object has no attribute '{item}'") + raise AttributeError( + f"'{self.__class__.__name__}' object has no attribute '{item}'" + ) + @dataclass class HealthCheckRequestEvent(BaseEvent): """Dataclass event for video.sfu.event.events_pb2.HealthCheckRequest.""" + type: str = field(default="stream.video.sfu.event.HealthCheckRequest", init=False) payload: Optional[events_pb2.HealthCheckRequest] = field(default=None, repr=False) @@ -907,11 +1022,15 @@ def __getattr__(self, item: str): """Delegate attribute access to protobuf payload.""" if self.payload is not None: return getattr(self.payload, item) - raise AttributeError(f"'{self.__class__.__name__}' object has no attribute '{item}'") + raise AttributeError( + f"'{self.__class__.__name__}' object has no attribute '{item}'" + ) + @dataclass class HealthCheckResponseEvent(BaseEvent): """Dataclass event for video.sfu.event.events_pb2.HealthCheckResponse.""" + type: str = field(default="stream.video.sfu.event.HealthCheckResponse", init=False) payload: Optional[events_pb2.HealthCheckResponse] = field(default=None, repr=False) @@ -920,7 +1039,7 @@ def participant_count(self) -> Optional[ParticipantCount]: """Access participant_count field from the protobuf payload.""" if self.payload is None: return None - proto_val = getattr(self.payload, 'participant_count', None) + proto_val = getattr(self.payload, "participant_count", None) return ParticipantCount.from_proto(proto_val) if proto_val is not None else None @classmethod @@ -938,11 +1057,15 @@ def __getattr__(self, item: str): """Delegate attribute access to protobuf payload.""" if self.payload is not None: return getattr(self.payload, item) - raise AttributeError(f"'{self.__class__.__name__}' object has no attribute '{item}'") + raise AttributeError( + f"'{self.__class__.__name__}' object has no attribute '{item}'" + ) + @dataclass class ICERestartEvent(BaseEvent): """Dataclass event for video.sfu.event.events_pb2.ICERestart.""" + type: str = field(default="stream.video.sfu.event.ICERestart", init=False) payload: Optional[events_pb2.ICERestart] = field(default=None, repr=False) @@ -951,7 +1074,7 @@ def peer_type(self) -> Optional[int]: """Access peer_type field from the protobuf payload. Use models_pb2.PeerType enum.""" if self.payload is None: return None - return getattr(self.payload, 'peer_type', None) + return getattr(self.payload, "peer_type", None) @classmethod def from_proto(cls, proto_obj: events_pb2.ICERestart, **extra): @@ -968,11 +1091,15 @@ def __getattr__(self, item: str): """Delegate attribute access to protobuf payload.""" if self.payload is not None: return getattr(self.payload, item) - raise AttributeError(f"'{self.__class__.__name__}' object has no attribute '{item}'") + raise AttributeError( + f"'{self.__class__.__name__}' object has no attribute '{item}'" + ) + @dataclass class ICETrickleEvent(BaseEvent): """Dataclass event for video.sfu.event.events_pb2.ICETrickle.""" + type: str = field(default="stream.video.sfu.event.ICETrickle", init=False) payload: Optional[events_pb2.ICETrickle] = field(default=None, repr=False) @@ -981,14 +1108,14 @@ def peer_type(self) -> Optional[int]: """Access peer_type field from the protobuf payload. Use models_pb2.PeerType enum.""" if self.payload is None: return None - return getattr(self.payload, 'peer_type', None) + return getattr(self.payload, "peer_type", None) @property def ice_candidate(self) -> Optional[str]: """Access ice_candidate field from the protobuf payload.""" if self.payload is None: return None - return getattr(self.payload, 'ice_candidate', None) + return getattr(self.payload, "ice_candidate", None) @classmethod def from_proto(cls, proto_obj: events_pb2.ICETrickle, **extra): @@ -1005,20 +1132,28 @@ def __getattr__(self, item: str): """Delegate attribute access to protobuf payload.""" if self.payload is not None: return getattr(self.payload, item) - raise AttributeError(f"'{self.__class__.__name__}' object has no attribute '{item}'") + raise AttributeError( + f"'{self.__class__.__name__}' object has no attribute '{item}'" + ) + @dataclass class InboundStateNotificationEvent(BaseEvent): """Dataclass event for video.sfu.event.events_pb2.InboundStateNotification.""" - type: str = field(default="stream.video.sfu.event.InboundStateNotification", init=False) - payload: Optional[events_pb2.InboundStateNotification] = field(default=None, repr=False) + + type: str = field( + default="stream.video.sfu.event.InboundStateNotification", init=False + ) + payload: Optional[events_pb2.InboundStateNotification] = field( + default=None, repr=False + ) @property def inbound_video_states(self) -> Optional[List[Any]]: """Access inbound_video_states field from the protobuf payload.""" if self.payload is None: return None - return getattr(self.payload, 'inbound_video_states', None) + return getattr(self.payload, "inbound_video_states", None) @classmethod def from_proto(cls, proto_obj: events_pb2.InboundStateNotification, **extra): @@ -1035,34 +1170,38 @@ def __getattr__(self, item: str): """Delegate attribute access to protobuf payload.""" if self.payload is not None: return getattr(self.payload, item) - raise AttributeError(f"'{self.__class__.__name__}' object has no attribute '{item}'") + raise AttributeError( + f"'{self.__class__.__name__}' object has no attribute '{item}'" + ) + @dataclass class InboundVideoStateEvent(BaseEvent): """Dataclass event for video.sfu.event.events_pb2.InboundVideoState.""" + type: str = field(default="stream.video.sfu.event.InboundVideoState", init=False) payload: Optional[events_pb2.InboundVideoState] = field(default=None, repr=False) @property - def user_id(self) -> Optional[str]: + def user_id(self) -> Optional[str]: # type: ignore[override] """Access user_id field from the protobuf payload.""" if self.payload is None: return None - return getattr(self.payload, 'user_id', None) + return getattr(self.payload, "user_id", None) @property def track_type(self) -> Optional[int]: """Access track_type field from the protobuf payload. Use models_pb2.TrackType enum.""" if self.payload is None: return None - return getattr(self.payload, 'track_type', None) + return getattr(self.payload, "track_type", None) @property def paused(self) -> Optional[bool]: """Access paused field from the protobuf payload.""" if self.payload is None: return None - return getattr(self.payload, 'paused', None) + return getattr(self.payload, "paused", None) @classmethod def from_proto(cls, proto_obj: events_pb2.InboundVideoState, **extra): @@ -1079,11 +1218,15 @@ def __getattr__(self, item: str): """Delegate attribute access to protobuf payload.""" if self.payload is not None: return getattr(self.payload, item) - raise AttributeError(f"'{self.__class__.__name__}' object has no attribute '{item}'") + raise AttributeError( + f"'{self.__class__.__name__}' object has no attribute '{item}'" + ) + @dataclass class JoinRequestEvent(BaseEvent): """Dataclass event for video.sfu.event.events_pb2.JoinRequest.""" + type: str = field(default="stream.video.sfu.event.JoinRequest", init=False) payload: Optional[events_pb2.JoinRequest] = field(default=None, repr=False) @@ -1092,28 +1235,28 @@ def token(self) -> Optional[str]: """Access token field from the protobuf payload.""" if self.payload is None: return None - return getattr(self.payload, 'token', None) + return getattr(self.payload, "token", None) @property def subscriber_sdp(self) -> Optional[str]: """Access subscriber_sdp field from the protobuf payload.""" if self.payload is None: return None - return getattr(self.payload, 'subscriber_sdp', None) + return getattr(self.payload, "subscriber_sdp", None) @property def publisher_sdp(self) -> Optional[str]: """Access publisher_sdp field from the protobuf payload.""" if self.payload is None: return None - return getattr(self.payload, 'publisher_sdp', None) + return getattr(self.payload, "publisher_sdp", None) @property def client_details(self) -> Optional[ClientDetails]: """Access client_details field from the protobuf payload.""" if self.payload is None: return None - proto_val = getattr(self.payload, 'client_details', None) + proto_val = getattr(self.payload, "client_details", None) return ClientDetails.from_proto(proto_val) if proto_val is not None else None @property @@ -1121,44 +1264,52 @@ def migration(self) -> Optional[Any]: """Access migration field from the protobuf payload.""" if self.payload is None: return None - return getattr(self.payload, 'migration', None) + return getattr(self.payload, "migration", None) @property def fast_reconnect(self) -> Optional[bool]: """Access fast_reconnect field from the protobuf payload.""" if self.payload is None: return None - return getattr(self.payload, 'fast_reconnect', None) + return getattr(self.payload, "fast_reconnect", None) @property def reconnect_details(self) -> Optional[Any]: """Access reconnect_details field from the protobuf payload.""" if self.payload is None: return None - return getattr(self.payload, 'reconnect_details', None) + return getattr(self.payload, "reconnect_details", None) @property def preferred_publish_options(self) -> Optional[List[PublishOption]]: """Access preferred_publish_options field from the protobuf payload.""" if self.payload is None: return None - proto_list = getattr(self.payload, 'preferred_publish_options', []) - return [PublishOption.from_proto(item) for item in proto_list] if proto_list else None + proto_list = getattr(self.payload, "preferred_publish_options", []) + return ( + [PublishOption.from_proto(item) for item in proto_list] + if proto_list + else None + ) @property def preferred_subscribe_options(self) -> Optional[List[SubscribeOption]]: """Access preferred_subscribe_options field from the protobuf payload.""" if self.payload is None: return None - proto_list = getattr(self.payload, 'preferred_subscribe_options', []) - return [SubscribeOption.from_proto(item) for item in proto_list] if proto_list else None + proto_list = getattr(self.payload, "preferred_subscribe_options", []) + return ( + [SubscribeOption.from_proto(item) for item in proto_list] + if proto_list + else None + ) @property def capabilities(self) -> Optional[List[int]]: """Access capabilities field from the protobuf payload. Use models_pb2.ClientCapability enum.""" if self.payload is None: return None - return getattr(self.payload, 'capabilities', None) + return getattr(self.payload, "capabilities", None) @classmethod def from_proto(cls, proto_obj: events_pb2.JoinRequest, **extra): @@ -1175,11 +1326,15 @@ def __getattr__(self, item: str): """Delegate attribute access to protobuf payload.""" if self.payload is not None: return getattr(self.payload, item) - raise AttributeError(f"'{self.__class__.__name__}' object has no attribute '{item}'") + raise AttributeError( + f"'{self.__class__.__name__}' object has no attribute '{item}'" + ) + @dataclass class JoinResponseEvent(BaseEvent): """Dataclass event for video.sfu.event.events_pb2.JoinResponse.""" + type: str = field(default="stream.video.sfu.event.JoinResponse", init=False) payload: Optional[events_pb2.JoinResponse] = field(default=None, repr=False) @@ -1188,7 +1343,7 @@ def call_state(self) -> Optional[CallState]: """Access call_state field from the protobuf payload.""" if self.payload is None: return None - proto_val = getattr(self.payload, 'call_state', None) + proto_val = getattr(self.payload, "call_state", None) return CallState.from_proto(proto_val) if proto_val is not None else None @property @@ -1196,22 +1351,26 @@ def reconnected(self) -> Optional[bool]: """Access reconnected field from the protobuf payload.""" if self.payload is None: return None - return getattr(self.payload, 'reconnected', None) + return getattr(self.payload, "reconnected", None) @property def fast_reconnect_deadline_seconds(self) -> Optional[int]: """Access fast_reconnect_deadline_seconds field from the protobuf payload.""" if self.payload is None: return None - return getattr(self.payload, 'fast_reconnect_deadline_seconds', None) + return getattr(self.payload, "fast_reconnect_deadline_seconds", None) @property def publish_options(self) -> Optional[List[PublishOption]]: """Access publish_options field from the protobuf payload.""" if self.payload is None: return None - proto_list = getattr(self.payload, 'publish_options', []) - return [PublishOption.from_proto(item) for item in proto_list] if proto_list else None + proto_list = getattr(self.payload, "publish_options", []) + return ( + [PublishOption.from_proto(item) for item in proto_list] + if proto_list + else None + ) @classmethod def from_proto(cls, proto_obj: events_pb2.JoinResponse, **extra): @@ -1228,11 +1387,15 @@ def __getattr__(self, item: str): """Delegate attribute access to protobuf payload.""" if self.payload is not None: return getattr(self.payload, item) - raise AttributeError(f"'{self.__class__.__name__}' object has no attribute '{item}'") + raise AttributeError( + f"'{self.__class__.__name__}' object has no attribute '{item}'" + ) + @dataclass class LeaveCallRequestEvent(BaseEvent): """Dataclass event for video.sfu.event.events_pb2.LeaveCallRequest.""" + type: str = field(default="stream.video.sfu.event.LeaveCallRequest", init=False) payload: Optional[events_pb2.LeaveCallRequest] = field(default=None, repr=False) @@ -1241,7 +1404,7 @@ def reason(self) -> Optional[str]: """Access reason field from the protobuf payload.""" if self.payload is None: return None - return getattr(self.payload, 'reason', None) + return getattr(self.payload, "reason", None) @classmethod def from_proto(cls, proto_obj: events_pb2.LeaveCallRequest, **extra): @@ -1258,11 +1421,15 @@ def __getattr__(self, item: str): """Delegate attribute access to protobuf payload.""" if self.payload is not None: return getattr(self.payload, item) - raise AttributeError(f"'{self.__class__.__name__}' object has no attribute '{item}'") + raise AttributeError( + f"'{self.__class__.__name__}' object has no attribute '{item}'" + ) + @dataclass class MigrationEvent(BaseEvent): """Dataclass event for video.sfu.event.events_pb2.Migration.""" + type: str = field(default="stream.video.sfu.event.Migration", init=False) payload: Optional[events_pb2.Migration] = field(default=None, repr=False) @@ -1271,22 +1438,24 @@ def from_sfu_id(self) -> Optional[str]: """Access from_sfu_id field from the protobuf payload.""" if self.payload is None: return None - return getattr(self.payload, 'from_sfu_id', None) + return getattr(self.payload, "from_sfu_id", None) @property def announced_tracks(self) -> Optional[List[TrackInfo]]: """Access announced_tracks field from the protobuf payload.""" if self.payload is None: return None - proto_list = getattr(self.payload, 'announced_tracks', []) - return [TrackInfo.from_proto(item) for item in proto_list] if proto_list else None + proto_list = getattr(self.payload, "announced_tracks", []) + return ( + [TrackInfo.from_proto(item) for item in proto_list] if proto_list else None + ) @property def subscriptions(self) -> Optional[List[Any]]: """Access subscriptions field from the protobuf payload.""" if self.payload is None: return None - return getattr(self.payload, 'subscriptions', None) + return getattr(self.payload, "subscriptions", None) @classmethod def from_proto(cls, proto_obj: events_pb2.Migration, **extra): @@ -1303,11 +1472,15 @@ def __getattr__(self, item: str): """Delegate attribute access to protobuf payload.""" if self.payload is not None: return getattr(self.payload, item) - raise AttributeError(f"'{self.__class__.__name__}' object has no attribute '{item}'") + raise AttributeError( + f"'{self.__class__.__name__}' object has no attribute '{item}'" + ) + @dataclass class ParticipantJoinedEvent(BaseEvent): """Dataclass event for video.sfu.event.events_pb2.ParticipantJoined.""" + type: str = field(default="stream.video.sfu.event.ParticipantJoined", init=False) payload: Optional[events_pb2.ParticipantJoined] = field(default=None, repr=False) @@ -1316,14 +1489,14 @@ def call_cid(self) -> Optional[str]: """Access call_cid field from the protobuf payload.""" if self.payload is None: return None - return getattr(self.payload, 'call_cid', None) + return getattr(self.payload, "call_cid", None) @property def participant(self) -> Optional[Participant]: """Access participant field from the protobuf payload.""" if self.payload is None: return None - proto_val = getattr(self.payload, 'participant', None) + proto_val = getattr(self.payload, "participant", None) return Participant.from_proto(proto_val) if proto_val is not None else None @classmethod @@ -1341,11 +1514,15 @@ def __getattr__(self, item: str): """Delegate attribute access to protobuf payload.""" if self.payload is not None: return getattr(self.payload, item) - raise AttributeError(f"'{self.__class__.__name__}' object has no attribute '{item}'") + raise AttributeError( + f"'{self.__class__.__name__}' object has no attribute '{item}'" + ) + @dataclass class ParticipantLeftEvent(BaseEvent): """Dataclass event for video.sfu.event.events_pb2.ParticipantLeft.""" + type: str = field(default="stream.video.sfu.event.ParticipantLeft", init=False) payload: Optional[events_pb2.ParticipantLeft] = field(default=None, repr=False) @@ -1354,14 +1531,14 @@ def call_cid(self) -> Optional[str]: """Access call_cid field from the protobuf payload.""" if self.payload is None: return None - return getattr(self.payload, 'call_cid', None) + return getattr(self.payload, "call_cid", None) @property def participant(self) -> Optional[Participant]: """Access participant field from the protobuf payload.""" if self.payload is None: return None - proto_val = getattr(self.payload, 'participant', None) + proto_val = getattr(self.payload, "participant", None) return Participant.from_proto(proto_val) if proto_val is not None else None @classmethod @@ -1379,13 +1556,21 @@ def __getattr__(self, item: str): """Delegate attribute access to protobuf payload.""" if self.payload is not None: return getattr(self.payload, item) - raise AttributeError(f"'{self.__class__.__name__}' object has no attribute '{item}'") + raise AttributeError( + f"'{self.__class__.__name__}' object has no attribute '{item}'" + ) + @dataclass class ParticipantMigrationCompleteEvent(BaseEvent): """Dataclass event for video.sfu.event.events_pb2.ParticipantMigrationComplete.""" - type: str = field(default="stream.video.sfu.event.ParticipantMigrationComplete", init=False) - payload: Optional[events_pb2.ParticipantMigrationComplete] = field(default=None, repr=False) + + type: str = field( + default="stream.video.sfu.event.ParticipantMigrationComplete", init=False + ) + payload: Optional[events_pb2.ParticipantMigrationComplete] = field( + default=None, repr=False + ) @classmethod def from_proto(cls, proto_obj: events_pb2.ParticipantMigrationComplete, **extra): @@ -1402,11 +1587,15 @@ def __getattr__(self, item: str): """Delegate attribute access to protobuf payload.""" if self.payload is not None: return getattr(self.payload, item) - raise AttributeError(f"'{self.__class__.__name__}' object has no attribute '{item}'") + raise AttributeError( + f"'{self.__class__.__name__}' object has no attribute '{item}'" + ) + @dataclass class ParticipantUpdatedEvent(BaseEvent): """Dataclass event for video.sfu.event.events_pb2.ParticipantUpdated.""" + type: str = field(default="stream.video.sfu.event.ParticipantUpdated", init=False) payload: Optional[events_pb2.ParticipantUpdated] = field(default=None, repr=False) @@ -1415,14 +1604,14 @@ def call_cid(self) -> Optional[str]: """Access call_cid field from the protobuf payload.""" if self.payload is None: return None - return getattr(self.payload, 'call_cid', None) + return getattr(self.payload, "call_cid", None) @property def participant(self) -> Optional[Participant]: """Access participant field from the protobuf payload.""" if self.payload is None: return None - proto_val = getattr(self.payload, 'participant', None) + proto_val = getattr(self.payload, "participant", None) return Participant.from_proto(proto_val) if proto_val is not None else None @classmethod @@ -1440,11 +1629,15 @@ def __getattr__(self, item: str): """Delegate attribute access to protobuf payload.""" if self.payload is not None: return getattr(self.payload, item) - raise AttributeError(f"'{self.__class__.__name__}' object has no attribute '{item}'") + raise AttributeError( + f"'{self.__class__.__name__}' object has no attribute '{item}'" + ) + @dataclass class PinsChangedEvent(BaseEvent): """Dataclass event for video.sfu.event.events_pb2.PinsChanged.""" + type: str = field(default="stream.video.sfu.event.PinsChanged", init=False) payload: Optional[events_pb2.PinsChanged] = field(default=None, repr=False) @@ -1453,7 +1646,7 @@ def pins(self) -> Optional[List[Pin]]: """Access pins field from the protobuf payload.""" if self.payload is None: return None - proto_list = getattr(self.payload, 'pins', []) + proto_list = getattr(self.payload, "pins", []) return [Pin.from_proto(item) for item in proto_list] if proto_list else None @classmethod @@ -1471,11 +1664,15 @@ def __getattr__(self, item: str): """Delegate attribute access to protobuf payload.""" if self.payload is not None: return getattr(self.payload, item) - raise AttributeError(f"'{self.__class__.__name__}' object has no attribute '{item}'") + raise AttributeError( + f"'{self.__class__.__name__}' object has no attribute '{item}'" + ) + @dataclass class PublisherAnswerEvent(BaseEvent): """Dataclass event for video.sfu.event.events_pb2.PublisherAnswer.""" + type: str = field(default="stream.video.sfu.event.PublisherAnswer", init=False) payload: Optional[events_pb2.PublisherAnswer] = field(default=None, repr=False) @@ -1484,7 +1681,7 @@ def sdp(self) -> Optional[str]: """Access sdp field from the protobuf payload.""" if self.payload is None: return None - return getattr(self.payload, 'sdp', None) + return getattr(self.payload, "sdp", None) @classmethod def from_proto(cls, proto_obj: events_pb2.PublisherAnswer, **extra): @@ -1501,11 +1698,15 @@ def __getattr__(self, item: str): """Delegate attribute access to protobuf payload.""" if self.payload is not None: return getattr(self.payload, item) - raise AttributeError(f"'{self.__class__.__name__}' object has no attribute '{item}'") + raise AttributeError( + f"'{self.__class__.__name__}' object has no attribute '{item}'" + ) + @dataclass class ReconnectDetailsEvent(BaseEvent): """Dataclass event for video.sfu.event.events_pb2.ReconnectDetails.""" + type: str = field(default="stream.video.sfu.event.ReconnectDetails", init=False) payload: Optional[events_pb2.ReconnectDetails] = field(default=None, repr=False) @@ -1514,50 +1715,52 @@ def strategy(self) -> Optional[int]: """Access strategy field from the protobuf payload. Use models_pb2.WebsocketReconnectStrategy enum.""" if self.payload is None: return None - return getattr(self.payload, 'strategy', None) + return getattr(self.payload, "strategy", None) @property def announced_tracks(self) -> Optional[List[TrackInfo]]: """Access announced_tracks field from the protobuf payload.""" if self.payload is None: return None - proto_list = getattr(self.payload, 'announced_tracks', []) - return [TrackInfo.from_proto(item) for item in proto_list] if proto_list else None + proto_list = getattr(self.payload, "announced_tracks", []) + return ( + [TrackInfo.from_proto(item) for item in proto_list] if proto_list else None + ) @property def subscriptions(self) -> Optional[List[Any]]: """Access subscriptions field from the protobuf payload.""" if self.payload is None: return None - return getattr(self.payload, 'subscriptions', None) + return getattr(self.payload, "subscriptions", None) @property def reconnect_attempt(self) -> Optional[int]: """Access reconnect_attempt field from the protobuf payload.""" if self.payload is None: return None - return getattr(self.payload, 'reconnect_attempt', None) + return getattr(self.payload, "reconnect_attempt", None) @property def from_sfu_id(self) -> Optional[str]: """Access from_sfu_id field from the protobuf payload.""" if self.payload is None: return None - return getattr(self.payload, 'from_sfu_id', None) + return getattr(self.payload, "from_sfu_id", None) @property def previous_session_id(self) -> Optional[str]: """Access previous_session_id field from the protobuf payload.""" if self.payload is None: return None - return getattr(self.payload, 'previous_session_id', None) + return getattr(self.payload, "previous_session_id", None) @property def reason(self) -> Optional[str]: """Access reason field from the protobuf payload.""" if self.payload is None: return None - return getattr(self.payload, 'reason', None) + return getattr(self.payload, "reason", None) @classmethod def from_proto(cls, proto_obj: events_pb2.ReconnectDetails, **extra): @@ -1574,11 +1777,15 @@ def __getattr__(self, item: str): """Delegate attribute access to protobuf payload.""" if self.payload is not None: return getattr(self.payload, item) - raise AttributeError(f"'{self.__class__.__name__}' object has no attribute '{item}'") + raise AttributeError( + f"'{self.__class__.__name__}' object has no attribute '{item}'" + ) + @dataclass class SfuEvent(BaseEvent): """Dataclass event for video.sfu.event.events_pb2.SfuEvent.""" + type: str = field(default="stream.video.sfu.event.SfuEvent", init=False) payload: Optional[events_pb2.SfuEvent] = field(default=None, repr=False) @@ -1587,35 +1794,35 @@ def subscriber_offer(self) -> Optional[Any]: """Access subscriber_offer field from the protobuf payload.""" if self.payload is None: return None - return getattr(self.payload, 'subscriber_offer', None) + return getattr(self.payload, "subscriber_offer", None) @property def publisher_answer(self) -> Optional[Any]: """Access publisher_answer field from the protobuf payload.""" if self.payload is None: return None - return getattr(self.payload, 'publisher_answer', None) + return getattr(self.payload, "publisher_answer", None) @property def connection_quality_changed(self) -> Optional[Any]: """Access connection_quality_changed field from the protobuf payload.""" if self.payload is None: return None - return getattr(self.payload, 'connection_quality_changed', None) + return getattr(self.payload, "connection_quality_changed", None) @property def audio_level_changed(self) -> Optional[Any]: """Access audio_level_changed field from the protobuf payload.""" if self.payload is None: return None - return getattr(self.payload, 'audio_level_changed', None) + return getattr(self.payload, "audio_level_changed", None) @property def ice_trickle(self) -> Optional[ICETrickle]: """Access ice_trickle field from the protobuf payload.""" if self.payload is None: return None - proto_val = getattr(self.payload, 'ice_trickle', None) + proto_val = getattr(self.payload, "ice_trickle", None) return ICETrickle.from_proto(proto_val) if proto_val is not None else None @property @@ -1623,126 +1830,126 @@ def change_publish_quality(self) -> Optional[Any]: """Access change_publish_quality field from the protobuf payload.""" if self.payload is None: return None - return getattr(self.payload, 'change_publish_quality', None) + return getattr(self.payload, "change_publish_quality", None) @property def participant_joined(self) -> Optional[Any]: """Access participant_joined field from the protobuf payload.""" if self.payload is None: return None - return getattr(self.payload, 'participant_joined', None) + return getattr(self.payload, "participant_joined", None) @property def participant_left(self) -> Optional[Any]: """Access participant_left field from the protobuf payload.""" if self.payload is None: return None - return getattr(self.payload, 'participant_left', None) + return getattr(self.payload, "participant_left", None) @property def dominant_speaker_changed(self) -> Optional[Any]: """Access dominant_speaker_changed field from the protobuf payload.""" if self.payload is None: return None - return getattr(self.payload, 'dominant_speaker_changed', None) + return getattr(self.payload, "dominant_speaker_changed", None) @property def join_response(self) -> Optional[Any]: """Access join_response field from the protobuf payload.""" if self.payload is None: return None - return getattr(self.payload, 'join_response', None) + return getattr(self.payload, "join_response", None) @property def health_check_response(self) -> Optional[Any]: """Access health_check_response field from the protobuf payload.""" if self.payload is None: return None - return getattr(self.payload, 'health_check_response', None) + return getattr(self.payload, "health_check_response", None) @property def track_published(self) -> Optional[Any]: """Access track_published field from the protobuf payload.""" if self.payload is None: return None - return getattr(self.payload, 'track_published', None) + return getattr(self.payload, "track_published", None) @property def track_unpublished(self) -> Optional[Any]: """Access track_unpublished field from the protobuf payload.""" if self.payload is None: return None - return getattr(self.payload, 'track_unpublished', None) + return getattr(self.payload, "track_unpublished", None) @property def error(self) -> Optional[Any]: """Access error field from the protobuf payload.""" if self.payload is None: return None - return getattr(self.payload, 'error', None) + return getattr(self.payload, "error", None) @property def call_grants_updated(self) -> Optional[Any]: """Access call_grants_updated field from the protobuf payload.""" if self.payload is None: return None - return getattr(self.payload, 'call_grants_updated', None) + return getattr(self.payload, "call_grants_updated", None) @property def go_away(self) -> Optional[Any]: """Access go_away field from the protobuf payload.""" if self.payload is None: return None - return getattr(self.payload, 'go_away', None) + return getattr(self.payload, "go_away", None) @property def ice_restart(self) -> Optional[Any]: """Access ice_restart field from the protobuf payload.""" if self.payload is None: return None - return getattr(self.payload, 'ice_restart', None) + return getattr(self.payload, "ice_restart", None) @property def pins_updated(self) -> Optional[Any]: """Access pins_updated field from the protobuf payload.""" if self.payload is None: return None - return getattr(self.payload, 'pins_updated', None) + return getattr(self.payload, "pins_updated", None) @property def call_ended(self) -> Optional[Any]: """Access call_ended field from the protobuf payload.""" if self.payload is None: return None - return getattr(self.payload, 'call_ended', None) + return getattr(self.payload, "call_ended", None) @property def participant_updated(self) -> Optional[Any]: """Access participant_updated field from the protobuf payload.""" if self.payload is None: return None - return getattr(self.payload, 'participant_updated', None) + return getattr(self.payload, "participant_updated", None) @property def participant_migration_complete(self) -> Optional[Any]: """Access participant_migration_complete field from the protobuf payload.""" if self.payload is None: return None - return getattr(self.payload, 'participant_migration_complete', None) + return getattr(self.payload, "participant_migration_complete", None) @property def change_publish_options(self) -> Optional[Any]: """Access change_publish_options field from the protobuf payload.""" if self.payload is None: return None - return getattr(self.payload, 'change_publish_options', None) + return getattr(self.payload, "change_publish_options", None) @property def inbound_state_notification(self) -> Optional[Any]: """Access inbound_state_notification field from the protobuf payload.""" if self.payload is None: return None - return getattr(self.payload, 'inbound_state_notification', None) + return getattr(self.payload, "inbound_state_notification", None) @classmethod def from_proto(cls, proto_obj: events_pb2.SfuEvent, **extra): @@ -1759,11 +1966,15 @@ def __getattr__(self, item: str): """Delegate attribute access to protobuf payload.""" if self.payload is not None: return getattr(self.payload, item) - raise AttributeError(f"'{self.__class__.__name__}' object has no attribute '{item}'") + raise AttributeError( + f"'{self.__class__.__name__}' object has no attribute '{item}'" + ) + @dataclass class SfuRequestEvent(BaseEvent): """Dataclass event for video.sfu.event.events_pb2.SfuRequest.""" + type: str = field(default="stream.video.sfu.event.SfuRequest", init=False) payload: Optional[events_pb2.SfuRequest] = field(default=None, repr=False) @@ -1772,21 +1983,21 @@ def join_request(self) -> Optional[Any]: """Access join_request field from the protobuf payload.""" if self.payload is None: return None - return getattr(self.payload, 'join_request', None) + return getattr(self.payload, "join_request", None) @property def health_check_request(self) -> Optional[Any]: """Access health_check_request field from the protobuf payload.""" if self.payload is None: return None - return getattr(self.payload, 'health_check_request', None) + return getattr(self.payload, "health_check_request", None) @property def leave_call_request(self) -> Optional[Any]: """Access leave_call_request field from the protobuf payload.""" if self.payload is None: return None - return getattr(self.payload, 'leave_call_request', None) + return getattr(self.payload, "leave_call_request", None) @classmethod def from_proto(cls, proto_obj: events_pb2.SfuRequest, **extra): @@ -1803,11 +2014,15 @@ def __getattr__(self, item: str): """Delegate attribute access to protobuf payload.""" if self.payload is not None: return getattr(self.payload, item) - raise AttributeError(f"'{self.__class__.__name__}' object has no attribute '{item}'") + raise AttributeError( + f"'{self.__class__.__name__}' object has no attribute '{item}'" + ) + @dataclass class SubscriberOfferEvent(BaseEvent): """Dataclass event for video.sfu.event.events_pb2.SubscriberOffer.""" + type: str = field(default="stream.video.sfu.event.SubscriberOffer", init=False) payload: Optional[events_pb2.SubscriberOffer] = field(default=None, repr=False) @@ -1816,14 +2031,14 @@ def ice_restart(self) -> Optional[bool]: """Access ice_restart field from the protobuf payload.""" if self.payload is None: return None - return getattr(self.payload, 'ice_restart', None) + return getattr(self.payload, "ice_restart", None) @property def sdp(self) -> Optional[str]: """Access sdp field from the protobuf payload.""" if self.payload is None: return None - return getattr(self.payload, 'sdp', None) + return getattr(self.payload, "sdp", None) @classmethod def from_proto(cls, proto_obj: events_pb2.SubscriberOffer, **extra): @@ -1840,27 +2055,31 @@ def __getattr__(self, item: str): """Delegate attribute access to protobuf payload.""" if self.payload is not None: return getattr(self.payload, item) - raise AttributeError(f"'{self.__class__.__name__}' object has no attribute '{item}'") + raise AttributeError( + f"'{self.__class__.__name__}' object has no attribute '{item}'" + ) + @dataclass class TrackPublishedEvent(BaseEvent): """Dataclass event for video.sfu.event.events_pb2.TrackPublished.""" + type: str = field(default="stream.video.sfu.event.TrackPublished", init=False) payload: Optional[events_pb2.TrackPublished] = field(default=None, repr=False) @property - def user_id(self) -> Optional[str]: + def user_id(self) -> Optional[str]: # type: ignore[override] """Access user_id field from the protobuf payload.""" if self.payload is None: return None - return getattr(self.payload, 'user_id', None) + return getattr(self.payload, "user_id", None) @property def participant(self) -> Optional[Participant]: """Access participant field from the protobuf payload.""" if self.payload is None: return None - proto_val = getattr(self.payload, 'participant', None) + proto_val = getattr(self.payload, "participant", None) return Participant.from_proto(proto_val) if proto_val is not None else None @classmethod @@ -1878,34 +2097,38 @@ def __getattr__(self, item: str): """Delegate attribute access to protobuf payload.""" if self.payload is not None: return getattr(self.payload, item) - raise AttributeError(f"'{self.__class__.__name__}' object has no attribute '{item}'") + raise AttributeError( + f"'{self.__class__.__name__}' object has no attribute '{item}'" + ) + @dataclass class TrackUnpublishedEvent(BaseEvent): """Dataclass event for video.sfu.event.events_pb2.TrackUnpublished.""" + type: str = field(default="stream.video.sfu.event.TrackUnpublished", init=False) payload: Optional[events_pb2.TrackUnpublished] = field(default=None, repr=False) @property - def user_id(self) -> Optional[str]: + def user_id(self) -> Optional[str]: # type: ignore[override] """Access user_id field from the protobuf payload.""" if self.payload is None: return None - return getattr(self.payload, 'user_id', None) + return getattr(self.payload, "user_id", None) @property def cause(self) -> Optional[int]: """Access cause field from the protobuf payload. Use models_pb2.TrackUnpublishReason enum.""" if self.payload is None: return None - return getattr(self.payload, 'cause', None) + return getattr(self.payload, "cause", None) @property def participant(self) -> Optional[Participant]: """Access participant field from the protobuf payload.""" if self.payload is None: return None - proto_val = getattr(self.payload, 'participant', None) + proto_val = getattr(self.payload, "participant", None) return Participant.from_proto(proto_val) if proto_val is not None else None @classmethod @@ -1923,11 +2146,15 @@ def __getattr__(self, item: str): """Delegate attribute access to protobuf payload.""" if self.payload is not None: return getattr(self.payload, item) - raise AttributeError(f"'{self.__class__.__name__}' object has no attribute '{item}'") + raise AttributeError( + f"'{self.__class__.__name__}' object has no attribute '{item}'" + ) + @dataclass class VideoLayerSettingEvent(BaseEvent): """Dataclass event for video.sfu.event.events_pb2.VideoLayerSetting.""" + type: str = field(default="stream.video.sfu.event.VideoLayerSetting", init=False) payload: Optional[events_pb2.VideoLayerSetting] = field(default=None, repr=False) @@ -1936,35 +2163,35 @@ def name(self) -> Optional[str]: """Access name field from the protobuf payload.""" if self.payload is None: return None - return getattr(self.payload, 'name', None) + return getattr(self.payload, "name", None) @property def active(self) -> Optional[bool]: """Access active field from the protobuf payload.""" if self.payload is None: return None - return getattr(self.payload, 'active', None) + return getattr(self.payload, "active", None) @property def max_bitrate(self) -> Optional[int]: """Access max_bitrate field from the protobuf payload.""" if self.payload is None: return None - return getattr(self.payload, 'max_bitrate', None) + return getattr(self.payload, "max_bitrate", None) @property def scale_resolution_down_by(self) -> Optional[float]: """Access scale_resolution_down_by field from the protobuf payload.""" if self.payload is None: return None - return getattr(self.payload, 'scale_resolution_down_by', None) + return getattr(self.payload, "scale_resolution_down_by", None) @property def codec(self) -> Optional[Codec]: """Access codec field from the protobuf payload.""" if self.payload is None: return None - proto_val = getattr(self.payload, 'codec', None) + proto_val = getattr(self.payload, "codec", None) return Codec.from_proto(proto_val) if proto_val is not None else None @property @@ -1972,14 +2199,14 @@ def max_framerate(self) -> Optional[int]: """Access max_framerate field from the protobuf payload.""" if self.payload is None: return None - return getattr(self.payload, 'max_framerate', None) + return getattr(self.payload, "max_framerate", None) @property def scalability_mode(self) -> Optional[str]: """Access scalability_mode field from the protobuf payload.""" if self.payload is None: return None - return getattr(self.payload, 'scalability_mode', None) + return getattr(self.payload, "scalability_mode", None) @classmethod def from_proto(cls, proto_obj: events_pb2.VideoLayerSetting, **extra): @@ -1996,11 +2223,15 @@ def __getattr__(self, item: str): """Delegate attribute access to protobuf payload.""" if self.payload is not None: return getattr(self.payload, item) - raise AttributeError(f"'{self.__class__.__name__}' object has no attribute '{item}'") + raise AttributeError( + f"'{self.__class__.__name__}' object has no attribute '{item}'" + ) + @dataclass class VideoSenderEvent(BaseEvent): """Dataclass event for video.sfu.event.events_pb2.VideoSender.""" + type: str = field(default="stream.video.sfu.event.VideoSender", init=False) payload: Optional[events_pb2.VideoSender] = field(default=None, repr=False) @@ -2009,7 +2240,7 @@ def codec(self) -> Optional[Codec]: """Access codec field from the protobuf payload.""" if self.payload is None: return None - proto_val = getattr(self.payload, 'codec', None) + proto_val = getattr(self.payload, "codec", None) return Codec.from_proto(proto_val) if proto_val is not None else None @property @@ -2017,21 +2248,21 @@ def layers(self) -> Optional[List[Any]]: """Access layers field from the protobuf payload.""" if self.payload is None: return None - return getattr(self.payload, 'layers', None) + return getattr(self.payload, "layers", None) @property def track_type(self) -> Optional[int]: """Access track_type field from the protobuf payload. Use models_pb2.TrackType enum.""" if self.payload is None: return None - return getattr(self.payload, 'track_type', None) + return getattr(self.payload, "track_type", None) @property def publish_option_id(self) -> Optional[int]: """Access publish_option_id field from the protobuf payload.""" if self.payload is None: return None - return getattr(self.payload, 'publish_option_id', None) + return getattr(self.payload, "publish_option_id", None) @classmethod def from_proto(cls, proto_obj: events_pb2.VideoSender, **extra): @@ -2048,7 +2279,9 @@ def __getattr__(self, item: str): """Delegate attribute access to protobuf payload.""" if self.payload is not None: return getattr(self.payload, item) - raise AttributeError(f"'{self.__class__.__name__}' object has no attribute '{item}'") + raise AttributeError( + f"'{self.__class__.__name__}' object has no attribute '{item}'" + ) __all__ = ( diff --git a/agents-core/vision_agents/core/events/base.py b/agents-core/vision_agents/core/events/base.py index bf0ac192..3f139445 100644 --- a/agents-core/vision_agents/core/events/base.py +++ b/agents-core/vision_agents/core/events/base.py @@ -114,7 +114,7 @@ class ConnectionOkEvent(BaseEvent): connection_id: Optional[str] = None server_time: Optional[str] = None api_key: Optional[str] = None - user_id: Optional[str] = None + user_id: Optional[str] = None # type: ignore[assignment] @dataclass diff --git a/plugins/openai/vision_agents/plugins/openai/openai_llm.py b/plugins/openai/vision_agents/plugins/openai/openai_llm.py index e63c4766..50f5e4e7 100644 --- a/plugins/openai/vision_agents/plugins/openai/openai_llm.py +++ b/plugins/openai/vision_agents/plugins/openai/openai_llm.py @@ -227,8 +227,11 @@ async def _handle_tool_calls( for round_num in range(max_rounds): # Execute tools (with cross-round deduplication) triples, seen = await self._dedup_and_execute( - current_tool_calls, max_concurrency=8, timeout_s=30, seen=seen - ) # type: ignore[arg-type] + current_tool_calls, # type: ignore[arg-type] + max_concurrency=8, + timeout_s=30, + seen=seen, + ) # If no tools were executed, break the loop if not triples: @@ -274,8 +277,8 @@ async def _handle_tool_calls( tools_spec = self._get_tools_for_provider() if tools_spec: follow_up_kwargs["tools"] = self._convert_tools_to_provider_format( - tools_spec - ) # type: ignore[arg-type] + tools_spec # type: ignore[arg-type] + ) # Get follow-up response follow_up_response = await self.client.responses.create(**follow_up_kwargs) From 2388b5e3c3fb7d2203a90a48ef265ac172c9cd79 Mon Sep 17 00:00:00 2001 From: Tommaso Barbugli Date: Mon, 20 Oct 2025 09:25:26 +0200 Subject: [PATCH 18/25] brief --- examples/01_simple_agent_example/simple_agent_example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/examples/01_simple_agent_example/simple_agent_example.py b/examples/01_simple_agent_example/simple_agent_example.py index 3966238e..1d4abd1b 100644 --- a/examples/01_simple_agent_example/simple_agent_example.py +++ b/examples/01_simple_agent_example/simple_agent_example.py @@ -56,7 +56,7 @@ async def start_agent() -> None: # await agent.say("Hello, how are you?") # await asyncio.sleep(5) - await agent.simple_response("tell me a story") + await agent.simple_response("tell me something interesting in a short sentence") await agent.finish() From 2277d506acf42919205780cdcffc238e7b23c2c2 Mon Sep 17 00:00:00 2001 From: Tommaso Barbugli Date: Mon, 20 Oct 2025 09:25:46 +0200 Subject: [PATCH 19/25] tests --- tests/test_realtime_base.py | 111 +++++++++++++++++------------------- 1 file changed, 53 insertions(+), 58 deletions(-) diff --git a/tests/test_realtime_base.py b/tests/test_realtime_base.py index 990c8958..b2dd0fa4 100644 --- a/tests/test_realtime_base.py +++ b/tests/test_realtime_base.py @@ -17,6 +17,7 @@ import pytest from vision_agents.core.agents import Agent +from vision_agents.core.edge.types import Participant from vision_agents.core.llm import realtime as base_rt from vision_agents.core.llm.llm import LLMResponseEvent from vision_agents.core.llm.events import RealtimeDisconnectedEvent @@ -33,7 +34,7 @@ def partial_update_message(self, text: str, participant: Any = None) -> None: def finish_last_message(self, text: str) -> None: self.finish_calls.append(text) - + def add_message(self, message: dict) -> None: """Add a message to the conversation.""" self.messages.append(message) @@ -53,53 +54,50 @@ def __init__(self) -> None: async def connect(self): return None - async def send_text(self, text: str): - # Emit transcript for user - self._emit_transcript_event(text=text) - # Emit a delta and a final response - self._emit_response_event(text="Hello", is_complete=False) - self._emit_response_event(text="Hello world", is_complete=True) - - async def simple_audio_response(self, pcm): + async def simple_audio_response( + self, pcm, participant: Optional[Participant] = None + ): """Required abstract method implementation.""" return None async def _close_impl(self): return None - + # Additional methods from LLM base class def set_before_response_listener(self, callback): """Set before response callback.""" self.before_response_listener = callback - + def set_after_response_listener(self, callback): """Set after response callback.""" self.after_response_listener = callback - + async def wait_until_ready(self, timeout: float = 5.0) -> bool: """Wait until ready (already ready in fake).""" return True - + async def interrupt_playback(self): """Interrupt playback (no-op for fake).""" pass - + def resume_playback(self): """Resume playback (no-op for fake).""" pass + @pytest.mark.skip(reason="Conversation class has not fully been wired into Agent yet") @pytest.mark.asyncio async def test_agent_conversation_updates_with_realtime(): """Test that Agent wires Realtime events to conversation updates.""" from vision_agents.core.edge import EdgeTransport from vision_agents.core.edge.types import User, Connection - + # =================================================================== # Mock Connection - mimics the structure Agent expects # =================================================================== class MockConnection(Connection): """Mock connection with minimal structure for testing.""" + def __init__(self): super().__init__() # Agent.join() accesses connection._connection._coordinator_ws_client.on_wildcard() @@ -108,86 +106,81 @@ def __init__(self): on_wildcard=lambda *args, **kwargs: None ) ) - + async def close(self): pass - + # =================================================================== # Mock EdgeTransport - provides conversation and connection # =================================================================== class MockEdge(EdgeTransport): """Mock edge transport for testing Agent integration.""" + def __init__(self): super().__init__() self.conversation = None # EdgeTransport doesn't initialize events, but Agent expects it from vision_agents.core.events.manager import EventManager + self.events = EventManager() - + async def create_user(self, user: User): return user - + def create_audio_track(self): return None - + def close(self): pass - + def open_demo(self, *args, **kwargs): pass - + async def join(self, agent, call): """Return a mock connection.""" return MockConnection() - + async def publish_tracks(self, audio_track, video_track): pass - + async def create_conversation(self, call, user, instructions): """Return our fake conversation for testing.""" return self.conversation - + def add_track_subscriber(self, track_id): return None - + # =================================================================== # Fake Conversation - tracks partial and final updates # =================================================================== fake_conv = FakeConversation() - + # =================================================================== # Create Agent with new API # =================================================================== rt = FakeRealtime() mock_edge = MockEdge() mock_edge.conversation = fake_conv # Set before join - + agent_user = User(id="agent-123", name="Test Agent") - + agent = Agent( - edge=mock_edge, - llm=rt, - agent_user=agent_user, - instructions="Test instructions" + edge=mock_edge, llm=rt, agent_user=agent_user, instructions="Test instructions" ) - + # =================================================================== # Mock Call object # =================================================================== call = SimpleNamespace( id="test-call-123", - client=SimpleNamespace( - stream=SimpleNamespace( - chat=SimpleNamespace() - ) - ) + client=SimpleNamespace(stream=SimpleNamespace(chat=SimpleNamespace())), ) - + # =================================================================== # Join call (registers event handlers) # =================================================================== await agent.join(call) - + # =================================================================== # Trigger events through FakeRealtime # =================================================================== @@ -196,22 +189,24 @@ def add_track_subscriber(self, track_id): # 2. RealtimeResponseEvent (partial: "Hello") # 3. RealtimeResponseEvent (complete: "Hello world") await rt.send_text("Hi") - + # Allow async event handlers to run await asyncio.sleep(0.05) - + # Wait for event processing await agent.events.wait(timeout=1.0) - + # =================================================================== # Assertions - verify conversation received updates # =================================================================== - assert ("Hello", None) in fake_conv.partial_calls, \ + assert ("Hello", None) in fake_conv.partial_calls, ( f"Expected partial update 'Hello', got: {fake_conv.partial_calls}" - - assert "Hello world" in fake_conv.finish_calls, \ + ) + + assert "Hello world" in fake_conv.finish_calls, ( f"Expected finish call 'Hello world', got: {fake_conv.finish_calls}" - + ) + # Cleanup await agent.close() @@ -238,17 +233,17 @@ async def send_text(self, text: str): async def simple_response(self, text: str, processors=None, participant=None): """Aggregates streaming responses.""" # Call before listener if set - if hasattr(self, 'before_response_listener') and self.before_response_listener: + if hasattr(self, "before_response_listener") and self.before_response_listener: self.before_response_listener([{"role": "user", "content": text}]) - + await self.send_text(text) # Aggregate all response events ("Hi " + "there" + "!") result = LLMResponseEvent(original=None, text="Hi there!") - + # Call after listener if set - if hasattr(self, 'after_response_listener') and self.after_response_listener: + if hasattr(self, "after_response_listener") and self.after_response_listener: await self.after_response_listener(result) - + return result async def simple_audio_response(self, pcm): @@ -257,12 +252,12 @@ async def simple_audio_response(self, pcm): async def _close_impl(self): return None - + # Additional methods from LLM base class def set_before_response_listener(self, callback): """Set before response callback.""" self.before_response_listener = callback - + def set_after_response_listener(self, callback): """Set after response callback.""" self.after_response_listener = callback @@ -312,10 +307,10 @@ async def _on_disc(event: RealtimeDisconnectedEvent): await asyncio.sleep(0.01) await rt.close() - + # Wait for all events in queue to be processed await rt.events.wait(timeout=1.0) - + assert observed["disconnected"] is True @@ -358,7 +353,7 @@ async def simple_audio_response(self, pcm): async def _close_impl(self): return None - + # Additional method for native_response test async def native_response(self, **kwargs): """Native response aggregates streaming responses.""" From f4b96872bb56cbc71e63b4fa8a656c67bc2d1ef0 Mon Sep 17 00:00:00 2001 From: Tommaso Barbugli Date: Mon, 20 Oct 2025 09:26:02 +0200 Subject: [PATCH 20/25] openai dep bump --- plugins/openai/pyproject.toml | 2 +- uv.lock | 14 +++++++------- 2 files changed, 8 insertions(+), 8 deletions(-) diff --git a/plugins/openai/pyproject.toml b/plugins/openai/pyproject.toml index c3806cef..18265405 100644 --- a/plugins/openai/pyproject.toml +++ b/plugins/openai/pyproject.toml @@ -11,7 +11,7 @@ requires-python = ">=3.10" license = "MIT" dependencies = [ "vision-agents", - "openai[realtime]>=2.2.0", + "openai[realtime]>=2.5.0", ] [project.urls] diff --git a/uv.lock b/uv.lock index 45197e0d..2f598f41 100644 --- a/uv.lock +++ b/uv.lock @@ -3153,7 +3153,7 @@ name = "nvidia-cudnn-cu12" version = "9.10.2.21" source = { registry = "https://pypi.org/simple" } dependencies = [ - { name = "nvidia-cublas-cu12" }, + { name = "nvidia-cublas-cu12", marker = "sys_platform != 'win32'" }, ] wheels = [ { url = "https://files.pythonhosted.org/packages/ba/51/e123d997aa098c61d029f76663dedbfb9bc8dcf8c60cbd6adbe42f76d049/nvidia_cudnn_cu12-9.10.2.21-py3-none-manylinux_2_27_x86_64.whl", hash = "sha256:949452be657fa16687d0930933f032835951ef0892b37d2d53824d1a84dc97a8", size = 706758467 }, @@ -3164,7 +3164,7 @@ name = "nvidia-cufft-cu12" version = "11.3.3.83" source = { registry = "https://pypi.org/simple" } dependencies = [ - { name = "nvidia-nvjitlink-cu12" }, + { name = "nvidia-nvjitlink-cu12", marker = "sys_platform != 'win32'" }, ] wheels = [ { url = "https://files.pythonhosted.org/packages/1f/13/ee4e00f30e676b66ae65b4f08cb5bcbb8392c03f54f2d5413ea99a5d1c80/nvidia_cufft_cu12-11.3.3.83-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:4d2dd21ec0b88cf61b62e6b43564355e5222e4a3fb394cac0db101f2dd0d4f74", size = 193118695 }, @@ -3191,9 +3191,9 @@ name = "nvidia-cusolver-cu12" version = "11.7.3.90" source = { registry = "https://pypi.org/simple" } dependencies = [ - { name = "nvidia-cublas-cu12" }, - { name = "nvidia-cusparse-cu12" }, - { name = "nvidia-nvjitlink-cu12" }, + { name = "nvidia-cublas-cu12", marker = "sys_platform != 'win32'" }, + { name = "nvidia-cusparse-cu12", marker = "sys_platform != 'win32'" }, + { name = "nvidia-nvjitlink-cu12", marker = "sys_platform != 'win32'" }, ] wheels = [ { url = "https://files.pythonhosted.org/packages/85/48/9a13d2975803e8cf2777d5ed57b87a0b6ca2cc795f9a4f59796a910bfb80/nvidia_cusolver_cu12-11.7.3.90-py3-none-manylinux_2_27_x86_64.whl", hash = "sha256:4376c11ad263152bd50ea295c05370360776f8c3427b30991df774f9fb26c450", size = 267506905 }, @@ -3204,7 +3204,7 @@ name = "nvidia-cusparse-cu12" version = "12.5.8.93" source = { registry = "https://pypi.org/simple" } dependencies = [ - { name = "nvidia-nvjitlink-cu12" }, + { name = "nvidia-nvjitlink-cu12", marker = "sys_platform != 'win32'" }, ] wheels = [ { url = "https://files.pythonhosted.org/packages/c2/f5/e1854cb2f2bcd4280c44736c93550cc300ff4b8c95ebe370d0aa7d2b473d/nvidia_cusparse_cu12-12.5.8.93-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:1ec05d76bbbd8b61b06a80e1eaf8cf4959c3d4ce8e711b65ebd0443bb0ebb13b", size = 288216466 }, @@ -6143,7 +6143,7 @@ dev = [ [package.metadata] requires-dist = [ - { name = "openai", extras = ["realtime"], specifier = ">=2.2.0" }, + { name = "openai", extras = ["realtime"], specifier = ">=2.5.0" }, { name = "vision-agents", editable = "agents-core" }, ] From 6fd13c60b6d8581d0650f6f7326ff6fe2cb729f7 Mon Sep 17 00:00:00 2001 From: Tommaso Barbugli Date: Mon, 20 Oct 2025 09:32:21 +0200 Subject: [PATCH 21/25] snap - broken --- .../vision_agents/core/agents/agents.py | 49 ++- agents-core/vision_agents/core/llm/events.py | 36 +- .../vision_agents/core/llm/realtime.py | 58 +-- .../plugins/gemini/gemini_realtime.py | 353 ++++++++++++------ plugins/openai/tests/test_openai_realtime.py | 301 ++++++++++++++- .../plugins/openai/openai_realtime.py | 231 ++++++++---- .../plugins/openai/rtc_manager.py | 254 ++++++++----- 7 files changed, 947 insertions(+), 335 deletions(-) diff --git a/agents-core/vision_agents/core/agents/agents.py b/agents-core/vision_agents/core/agents/agents.py index 8cad1b35..a09c5b36 100644 --- a/agents-core/vision_agents/core/agents/agents.py +++ b/agents-core/vision_agents/core/agents/agents.py @@ -1,6 +1,7 @@ import asyncio import logging import time +import uuid from typing import TYPE_CHECKING, Any, Dict, List, Optional from uuid import uuid4 @@ -16,9 +17,12 @@ from ..edge.events import AudioReceivedEvent, TrackAddedEvent, CallEndedEvent from ..edge.types import Connection, Participant, PcmData, User from ..events.manager import EventManager +from ..llm import events as llm_events from ..llm.events import ( LLMResponseChunkEvent, LLMResponseCompletedEvent, + RealtimeUserSpeechTranscriptionEvent, + RealtimeAgentSpeechTranscriptionEvent, ) from ..llm.llm import LLM from ..llm.realtime import Realtime @@ -112,6 +116,7 @@ def __init__( self.events.register_events_from_module(getstream.models, "call.") self.events.register_events_from_module(events) self.events.register_events_from_module(sfu_events) + self.events.register_events_from_module(llm_events) self.llm = llm self.stt = stt @@ -248,8 +253,8 @@ async def on_stt_transcript_event_sync_conversation(event: STTTranscriptEvent): user_id = event.user_id() or "user" - # Unified API: handles both streaming and non-streaming transcripts await self.conversation.upsert_message( + # TODO: FIX THIS, IT IS INCREDIBLY WRONG! message_id="stt-" + user_id, role="user", user_id=user_id, @@ -259,6 +264,44 @@ async def on_stt_transcript_event_sync_conversation(event: STTTranscriptEvent): original=event, ) + @self.events.subscribe + async def on_realtime_user_speech_transcription( + event: RealtimeUserSpeechTranscriptionEvent, + ): + self.logger.info(f"🎀 [User transcript]: {event.text}") + + if self.conversation is None or not event.text: + return + + await self.conversation.upsert_message( + message_id=str(uuid.uuid4()), + role="user", + user_id=event.user_id() or "", + content=event.text, + completed=True, + replace=True, + original=event, + ) + + @self.events.subscribe + async def on_realtime_agent_speech_transcription( + event: RealtimeAgentSpeechTranscriptionEvent, + ): + self.logger.info(f"🎀 [Agent transcript]: {event.text}") + + if self.conversation is None or not event.text: + return + + await self.conversation.upsert_message( + message_id=str(uuid.uuid4()), + role="assistant", + user_id=self.agent_user.id or "", + content=event.text, + completed=True, + replace=True, + original=event, + ) + @self.events.subscribe async def on_stt_transcript_event_create_response(event: STTTranscriptEvent): if self.realtime_mode or not self.llm: @@ -638,7 +681,9 @@ async def _reply_to_audio( # when in Realtime mode call the Realtime directly (non-blocking) if self.realtime_mode and isinstance(self.llm, Realtime): # TODO: this behaviour should be easy to change in the agent class - asyncio.create_task(self.llm.simple_audio_response(pcm_data)) + asyncio.create_task( + self.llm.simple_audio_response(pcm_data, participant) + ) # task.add_done_callback(lambda t: print(f"Task (send_audio_pcm) error: {t.exception()}")) # Process audio through STT elif self.stt: diff --git a/agents-core/vision_agents/core/llm/events.py b/agents-core/vision_agents/core/llm/events.py index c1829b18..012f6efb 100644 --- a/agents-core/vision_agents/core/llm/events.py +++ b/agents-core/vision_agents/core/llm/events.py @@ -45,24 +45,6 @@ class RealtimeAudioOutputEvent(PluginBaseEvent): response_id: Optional[str] = None -@dataclass -class RealtimeTranscriptEvent(PluginBaseEvent): - """Event emitted when realtime session provides a transcript.""" - - original: Optional[Any] = None - type: str = field(default="plugin.realtime_transcript", init=False) - text: Optional[str] = None - user_metadata: Optional[Any] = None - - -@dataclass -class RealtimePartialTranscriptEvent(PluginBaseEvent): - original: Optional[Any] = None - type: str = field(default="plugin.realtime_partial_transcript", init=False) - text: Optional[str] = None - user_metadata: Optional[Any] = None - - @dataclass class RealtimeResponseEvent(PluginBaseEvent): """Event emitted when realtime session provides a response.""" @@ -154,3 +136,21 @@ class ToolEndEvent(PluginBaseEvent): error: Optional[str] = None tool_call_id: Optional[str] = None execution_time_ms: Optional[float] = None + + +@dataclass +class RealtimeUserSpeechTranscriptionEvent(PluginBaseEvent): + """Event emitted when user speech transcription is available from realtime session.""" + + type: str = field(default="plugin.realtime_user_speech_transcription", init=False) + text: str = "" + original: Optional[Any] = None + + +@dataclass +class RealtimeAgentSpeechTranscriptionEvent(PluginBaseEvent): + """Event emitted when agent speech transcription is available from realtime session.""" + + type: str = field(default="plugin.realtime_agent_speech_transcription", init=False) + text: str = "" + original: Optional[Any] = None diff --git a/agents-core/vision_agents/core/llm/realtime.py b/agents-core/vision_agents/core/llm/realtime.py index b109d3d6..6f33876f 100644 --- a/agents-core/vision_agents/core/llm/realtime.py +++ b/agents-core/vision_agents/core/llm/realtime.py @@ -2,10 +2,11 @@ from typing import ( Any, + Optional, ) from getstream.video.rtc.audio_track import AudioStreamTrack -from vision_agents.core.edge.types import PcmData +from vision_agents.core.edge.types import PcmData, Participant import abc @@ -37,11 +38,12 @@ class Realtime(LLM, abc.ABC): - Transcript outgoing audio """ - fps : int = 1 + + fps: int = 1 def __init__( self, - fps: int = 1, # the number of video frames per second to send (for implementations that support setting fps) + fps: int = 1, # the number of video frames per second to send (for implementations that support setting fps) ): super().__init__() self._is_connected = False @@ -54,6 +56,8 @@ def __init__( self.output_track: AudioStreamTrack = AudioStreamTrack( framerate=48000, stereo=True, format="s16" ) + # Store current participant for user speech transcription events + self._current_participant: Optional[Participant] = None @property def is_connected(self) -> bool: @@ -64,8 +68,9 @@ def is_connected(self) -> bool: async def connect(self): ... @abc.abstractmethod - async def simple_audio_response(self, pcm: PcmData): ... - + async def simple_audio_response( + self, pcm: PcmData, participant: Optional[Participant] = None + ): ... async def _watch_video_track(self, track: Any, **kwargs) -> None: """Optionally overridden by providers that support video input.""" @@ -130,27 +135,6 @@ def _emit_audio_output_event( ) self.events.send(event) - def _emit_partial_transcript_event(self, text: str, user_metadata=None, original=None): - event = events.RealtimeTranscriptEvent( - text=text, - user_metadata=user_metadata, - original=original, - ) - self.events.send(event) - - def _emit_transcript_event( - self, - text: str, - user_metadata=None, - original=None, - ): - event = events.RealtimeTranscriptEvent( - text=text, - user_metadata=user_metadata, - original=original, - ) - self.events.send(event) - def _emit_response_event( self, text, @@ -198,6 +182,27 @@ def _emit_error_event(self, error, context="", user_metadata=None): ) self.events.send(event) + def _emit_user_speech_transcription(self, text: str, original=None): + """Emit a user speech transcription event with participant info.""" + event = events.RealtimeUserSpeechTranscriptionEvent( + session_id=self.session_id, + plugin_name=self.provider_name, + text=text, + original=original, + user_metadata=self._current_participant, + ) + self.events.send(event) + + def _emit_agent_speech_transcription(self, text: str, original=None): + """Emit an agent speech transcription event.""" + event = events.RealtimeAgentSpeechTranscriptionEvent( + session_id=self.session_id, + plugin_name=self.provider_name, + text=text, + original=original, + ) + self.events.send(event) + async def close(self): """Close the Realtime service and release any resources.""" if self._is_connected: @@ -213,4 +218,3 @@ async def close(self): @abc.abstractmethod async def _close_impl(self): ... - diff --git a/plugins/gemini/vision_agents/plugins/gemini/gemini_realtime.py b/plugins/gemini/vision_agents/plugins/gemini/gemini_realtime.py index 651a06c4..75130572 100644 --- a/plugins/gemini/vision_agents/plugins/gemini/gemini_realtime.py +++ b/plugins/gemini/vision_agents/plugins/gemini/gemini_realtime.py @@ -6,13 +6,29 @@ from google import genai from google.genai.live import AsyncSession from google.genai.types import SessionResumptionConfigDict -from google.genai.types import LiveConnectConfigDict, Modality, SpeechConfigDict, VoiceConfigDict, \ - PrebuiltVoiceConfigDict, AudioTranscriptionConfigDict, RealtimeInputConfigDict, TurnCoverage, \ - ContextWindowCompressionConfigDict, SlidingWindowDict, HttpOptions, LiveServerMessage, Blob, Part +from google.genai.types import ( + LiveConnectConfigDict, + Modality, + SpeechConfigDict, + VoiceConfigDict, + PrebuiltVoiceConfigDict, + AudioTranscriptionConfigDict, + RealtimeInputConfigDict, + TurnCoverage, + ContextWindowCompressionConfigDict, + SlidingWindowDict, + HttpOptions, + LiveServerMessage, + Blob, + Part, +) from vision_agents.core.edge.types import Participant from vision_agents.core.llm import realtime -from vision_agents.core.llm.events import RealtimeAudioOutputEvent, LLMResponseChunkEvent +from vision_agents.core.llm.events import ( + RealtimeAudioOutputEvent, + LLMResponseChunkEvent, +) from vision_agents.core.llm.llm_types import ToolSchema, NormalizedToolCallItem from vision_agents.core.processors import Processor from vision_agents.core.utils.utils import frame_to_png_bytes @@ -56,18 +72,27 @@ class Realtime(realtime.Realtime): - Audio output always uses a sample rate of 24kHz. - Input audio is natively 16kHz, but the Live API will resample if needed """ - model : str + + model: str session_resumption_id: Optional[str] = None config: LiveConnectConfigDict - connected : bool = False - - def __init__(self, model: str=DEFAULT_MODEL, config: Optional[LiveConnectConfigDict]=None, http_options: Optional[HttpOptions] = None, client: Optional[genai.Client] = None, api_key: Optional[str] = None , **kwargs) -> None: + connected: bool = False + + def __init__( + self, + model: str = DEFAULT_MODEL, + config: Optional[LiveConnectConfigDict] = None, + http_options: Optional[HttpOptions] = None, + client: Optional[genai.Client] = None, + api_key: Optional[str] = None, + **kwargs, + ) -> None: super().__init__(**kwargs) self.model = model if http_options is None: http_options = HttpOptions(api_version="v1alpha") - if client is None: + if client is None: if api_key: client = genai.Client(api_key=api_key, http_options=http_options) else: @@ -85,8 +110,12 @@ def __init__(self, model: str=DEFAULT_MODEL, config: Optional[LiveConnectConfigD self._session: Optional[AsyncSession] = None self._receive_task: Optional[asyncio.Task[Any]] = None - async def simple_response(self, text: str, processors: Optional[List[Processor]] = None, - participant: Optional[Participant] = None): + async def simple_response( + self, + text: str, + processors: Optional[List[Processor]] = None, + participant: Optional[Participant] = None, + ): """ Simple response standardizes how to send a text instruction to this LLM. @@ -98,8 +127,9 @@ async def simple_response(self, text: str, processors: Optional[List[Processor]] self.logger.info("Simple response called with text: %s", text) await self.send_realtime_input(text=text) - - async def simple_audio_response(self, pcm: PcmData): + async def simple_audio_response( + self, pcm: PcmData, participant: Optional[Participant] = None + ): """ Simple audio response standardizes how to send audio to the LLM @@ -108,10 +138,15 @@ async def simple_audio_response(self, pcm: PcmData): llm.simple_response(pcm) For more advanced use cases you can use the native send_realtime_input + + Args: + pcm: PCM audio data to send + participant: Optional participant information for the audio source """ if not self.connected: return + self._current_participant = participant self.logger.debug(f"Sending audio to gemini: {pcm.duration}") # Build blob and send directly audio_bytes = pcm.samples.tobytes() @@ -125,9 +160,7 @@ async def send_realtime_input(self, *args, **kwargs): send_realtime_input wraps the native send_realtime_input """ try: - await self._require_session().send_realtime_input( - *args, **kwargs - ) + await self._require_session().send_realtime_input(*args, **kwargs) except Exception as e: # reconnect here in some cases self.logger.error(e) @@ -141,16 +174,16 @@ async def send_client_content(self, *args, **kwargs): """ Don't use send client content, it can cause bugs when combined with send_realtime_input """ - await self._require_session().send_client_content( - *args, **kwargs - ) + await self._require_session().send_client_content(*args, **kwargs) async def connect(self): """ Connect to Gemini's websocket """ self.logger.info("Connecting to gemini live, config set to %s", self.config) - self._session_context = self.client.aio.live.connect(model=self.model, config=self._get_config_with_resumption()) + self._session_context = self.client.aio.live.connect( + model=self.model, config=self._get_config_with_resumption() + ) self._session = await self._session_context.__aenter__() self.connected = True self.logger.info("Gemini live connected to session %s", self._session) @@ -158,7 +191,6 @@ async def connect(self): # Start the receive loop task self._receive_task = asyncio.create_task(self._receive_loop()) - async def _reconnect(self): await self.connect() @@ -173,24 +205,72 @@ async def _receive_loop(self): async for response in self._require_session().receive(): server_message: LiveServerMessage = response - is_input_transcript = server_message and server_message.server_content and server_message.server_content.input_transcription - is_output_transcript = server_message and server_message.server_content and server_message.server_content.output_transcription - is_response = server_message and server_message.server_content and server_message.server_content.model_turn - is_interrupt = server_message and server_message.server_content and server_message.server_content.interrupted - is_turn_complete = server_message and server_message.server_content and server_message.server_content.turn_complete - is_generation_complete = server_message and server_message.server_content and server_message.server_content.generation_complete + is_input_transcript = ( + server_message + and server_message.server_content + and server_message.server_content.input_transcription + ) + is_output_transcript = ( + server_message + and server_message.server_content + and server_message.server_content.output_transcription + ) + is_response = ( + server_message + and server_message.server_content + and server_message.server_content.model_turn + ) + is_interrupt = ( + server_message + and server_message.server_content + and server_message.server_content.interrupted + ) + is_turn_complete = ( + server_message + and server_message.server_content + and server_message.server_content.turn_complete + ) + is_generation_complete = ( + server_message + and server_message.server_content + and server_message.server_content.generation_complete + ) if is_input_transcript: - # TODO: what to do with this? check with Tommaso - if server_message.server_content and server_message.server_content.input_transcription: - self.logger.info("input: %s", server_message.server_content.input_transcription.text) + if ( + server_message.server_content + and server_message.server_content.input_transcription + ): + text = ( + server_message.server_content.input_transcription.text + ) + self.logger.info("input: %s", text) + if text: + self._emit_user_speech_transcription( + text=text, original=server_message + ) elif is_output_transcript: - # TODO: what to do with this? - if server_message.server_content and server_message.server_content.output_transcription: - self.logger.info("output: %s", server_message.server_content.output_transcription.text) + if ( + server_message.server_content + and server_message.server_content.output_transcription + ): + text = ( + server_message.server_content.output_transcription.text + ) + self.logger.info("output: %s", text) + if text: + self._emit_agent_speech_transcription( + text=text, original=server_message + ) elif is_interrupt: - if server_message.server_content and server_message.server_content.interrupted: - self.logger.info("interrupted: %s", server_message.server_content.interrupted) + if ( + server_message.server_content + and server_message.server_content.interrupted + ): + self.logger.info( + "interrupted: %s", + server_message.server_content.interrupted, + ) elif is_response: # Store the resumption id so we can resume a broken connection if server_message.session_resumption_update: @@ -198,7 +278,10 @@ async def _receive_loop(self): if update.resumable and update.new_handle: self.session_resumption_id = update.new_handle - if server_message.server_content and server_message.server_content.model_turn: + if ( + server_message.server_content + and server_message.server_content.model_turn + ): parts = server_message.server_content.model_turn.parts if parts: @@ -206,41 +289,60 @@ async def _receive_loop(self): typed_part: Part = current_part if typed_part.text: if typed_part.thought: - self.logger.info("Gemini thought %s", typed_part.text) + self.logger.info( + "Gemini thought %s", typed_part.text + ) else: - self.logger.info("output: %s", typed_part.text) + self.logger.info( + "output: %s", typed_part.text + ) event = LLMResponseChunkEvent( delta=typed_part.text ) self.events.send(event) elif typed_part.inline_data: data = typed_part.inline_data.data - + # Emit audio output event audio_event = RealtimeAudioOutputEvent( plugin_name="gemini", audio_data=data, - sample_rate=24000 + sample_rate=24000, ) self.events.send(audio_event) - - await self.output_track.write(data) # original 24khz here - elif hasattr(typed_part, 'function_call') and typed_part.function_call: + + await self.output_track.write( + data + ) # original 24khz here + elif ( + hasattr(typed_part, "function_call") + and typed_part.function_call + ): # Handle function calls from Gemini Live - self.logger.info(f"Received function call: {typed_part.function_call.name}") - await self._handle_function_call(typed_part.function_call) + self.logger.info( + f"Received function call: {typed_part.function_call.name}" + ) + await self._handle_function_call( + typed_part.function_call + ) else: - self.logger.debug("Unrecognized part type: %s", typed_part) + self.logger.debug( + "Unrecognized part type: %s", typed_part + ) elif is_turn_complete: self.logger.info("is_turn_complete complete") elif is_generation_complete: self.logger.info("is_generation_complete complete") elif server_message.tool_call: # Handle tool calls from Gemini Live - self.logger.info(f"Received tool call: {server_message.tool_call}") + self.logger.info( + f"Received tool call: {server_message.tool_call}" + ) await self._handle_tool_call(server_message.tool_call) else: - self.logger.warning("Unrecognized event structure for gemini %s", server_message) + self.logger.warning( + "Unrecognized event structure for gemini %s", server_message + ) except Exception as e: # reconnect here for some errors self.logger.error(f"_receive_loop error: {e}") @@ -264,11 +366,11 @@ def _is_temporary_error(e: Exception): async def _close_impl(self): self.connected = False - if hasattr(self, '_receive_task') and self._receive_task: + if hasattr(self, "_receive_task") and self._receive_task: self._receive_task.cancel() await self._receive_task - if hasattr(self, '_session_context') and self._session_context: + if hasattr(self, "_session_context") and self._session_context: # Properly close the session using the context manager's __aexit__ try: await self._session_context.__aexit__(None, None, None) @@ -277,30 +379,29 @@ async def _close_impl(self): self._session_context = None self._session = None - async def _watch_video_track(self, track: Any, **kwargs) -> None: """ Start sending video frames to Gemini using VideoForwarder. We follow the on_track from Stream. If video is turned on or off this gets forwarded. - + Args: track: Video track to watch shared_forwarder: Optional shared VideoForwarder to use instead of creating a new one """ - shared_forwarder = kwargs.get('shared_forwarder') - + shared_forwarder = kwargs.get("shared_forwarder") + if self._video_forwarder is not None and shared_forwarder is None: self.logger.warning("Video sender already running, stopping previous one") await self._stop_watching_video_track() - + if shared_forwarder is not None: # Use the shared forwarder - just register as a consumer self._video_forwarder = shared_forwarder - self.logger.info(f"🎥 Gemini subscribing to shared VideoForwarder at {self.fps} FPS") + self.logger.info( + f"🎥 Gemini subscribing to shared VideoForwarder at {self.fps} FPS" + ) await self._video_forwarder.start_event_consumer( - self._send_video_frame, - fps=float(self.fps), - consumer_name="gemini" + self._send_video_frame, fps=float(self.fps), consumer_name="gemini" ) else: # Create our own VideoForwarder with the input track (legacy behavior) @@ -310,13 +411,13 @@ async def _watch_video_track(self, track: Any, **kwargs) -> None: fps=float(self.fps), name="gemini_forwarder", ) - + # Start the forwarder await self._video_forwarder.start() - + # Start the callback consumer that sends frames to Gemini await self._video_forwarder.start_event_consumer(self._send_video_frame) - + self.logger.info(f"Started video forwarding with {self.fps} FPS") async def _stop_watching_video_track(self) -> None: @@ -339,7 +440,9 @@ async def _send_video_frame(self, frame: av.VideoFrame) -> None: except Exception as e: self.logger.error(f"Error sending video frame: {e}") - def _create_config(self, config: Optional[LiveConnectConfigDict]=None) -> LiveConnectConfigDict: + def _create_config( + self, config: Optional[LiveConnectConfigDict] = None + ) -> LiveConnectConfigDict: """ _create_config combines the default config with your settings """ @@ -362,10 +465,10 @@ def _create_config(self, config: Optional[LiveConnectConfigDict]=None) -> LiveCo sliding_window=SlidingWindowDict(target_tokens=12800), ), ) - + # Note: Tools will be added later in _get_config_with_resumption() # when functions are actually registered - + if config is not None: for k, v in config.items(): if k in default_config: @@ -379,12 +482,14 @@ def _get_config_with_resumption(self) -> LiveConnectConfigDict: config = self.config.copy() # resume if we have a session resumption id/handle if self.session_resumption_id: - resumption_config: SessionResumptionConfigDict = {"handle": self.session_resumption_id} # type: ignore[typeddict-item] + resumption_config: SessionResumptionConfigDict = { + "handle": self.session_resumption_id + } # type: ignore[typeddict-item] config["session_resumption"] = resumption_config # type: ignore[typeddict-item] # set the instructions # TODO: potentially we can share the markdown as files/parts.. might do better TBD config["system_instruction"] = self._build_enhanced_instructions() - + # Add tools if available - Gemini Live uses similar format to regular Gemini tools_spec = self.get_available_functions() if tools_spec: @@ -395,58 +500,69 @@ def _get_config_with_resumption(self) -> LiveConnectConfigDict: self.logger.info(f"Added {len(tools_spec)} tools to Gemini Live config") else: self.logger.debug("No tools available - function calling will not work") - + return config - def _convert_tools_to_provider_format(self, tools: List[ToolSchema]) -> List[Dict[str, Any]]: + def _convert_tools_to_provider_format( + self, tools: List[ToolSchema] + ) -> List[Dict[str, Any]]: """ Convert ToolSchema objects to Gemini Live format. - + Args: tools: List of ToolSchema objects - + Returns: List of tools in Gemini Live format """ function_declarations = [] for tool in tools: - function_declarations.append({ - "name": tool["name"], - "description": tool.get("description", ""), - "parameters": tool["parameters_schema"] - }) - + function_declarations.append( + { + "name": tool["name"], + "description": tool.get("description", ""), + "parameters": tool["parameters_schema"], + } + ) + # Return as dict with function_declarations (similar to regular Gemini format) return [{"function_declarations": function_declarations}] - def _extract_tool_calls_from_response(self, response: Any) -> List[NormalizedToolCallItem]: + def _extract_tool_calls_from_response( + self, response: Any + ) -> List[NormalizedToolCallItem]: """ Extract tool calls from Gemini Live response. - + Args: response: Gemini Live response object - + Returns: List of normalized tool call items """ calls: List[NormalizedToolCallItem] = [] - + try: # Check for function calls in the response - if hasattr(response, 'server_content') and response.server_content: - if hasattr(response.server_content, 'model_turn') and response.server_content.model_turn: + if hasattr(response, "server_content") and response.server_content: + if ( + hasattr(response.server_content, "model_turn") + and response.server_content.model_turn + ): parts = response.server_content.model_turn.parts for part in parts: - if hasattr(part, 'function_call') and part.function_call: + if hasattr(part, "function_call") and part.function_call: call_item: NormalizedToolCallItem = { "type": "tool_call", "name": getattr(part.function_call, "name", "unknown"), - "arguments_json": getattr(part.function_call, "args", {}) + "arguments_json": getattr( + part.function_call, "args", {} + ), } calls.append(call_item) except Exception as e: self.logger.debug(f"Error extracting tool calls from response: {e}") - + return calls async def _handle_tool_call(self, tool_call: Any) -> None: @@ -454,7 +570,7 @@ async def _handle_tool_call(self, tool_call: Any) -> None: Handle tool calls from Gemini Live. """ try: - if hasattr(tool_call, 'function_calls') and tool_call.function_calls: + if hasattr(tool_call, "function_calls") and tool_call.function_calls: for function_call in tool_call.function_calls: await self._handle_function_call(function_call) except Exception as e: @@ -463,7 +579,7 @@ async def _handle_tool_call(self, tool_call: Any) -> None: async def _handle_function_call(self, function_call: Any) -> None: """ Handle function calls from Gemini Live responses. - + Args: function_call: Function call object from Gemini Live """ @@ -472,14 +588,16 @@ async def _handle_function_call(self, function_call: Any) -> None: tool_call = { "name": getattr(function_call, "name", "unknown"), "arguments_json": getattr(function_call, "args", {}), - "id": getattr(function_call, "id", None) + "id": getattr(function_call, "id", None), } - - self.logger.info(f"Executing function call: {tool_call['name']} with args: {tool_call['arguments_json']}") - + + self.logger.info( + f"Executing function call: {tool_call['name']} with args: {tool_call['arguments_json']}" + ) + # Execute using existing tool execution infrastructure tc, result, error = await self._run_one_tool(tool_call, timeout_s=30) - + # Prepare response data if error: response_data = {"error": str(error)} @@ -490,29 +608,36 @@ async def _handle_function_call(self, function_call: Any) -> None: response_data = {"result": result} else: response_data = result - self.logger.info(f"Function call {tool_call['name']} succeeded: {response_data}") - + self.logger.info( + f"Function call {tool_call['name']} succeeded: {response_data}" + ) + # Send function response back to Gemini Live session call_id_val = tool_call.get("id") await self._send_function_response( - str(tool_call["name"]), - response_data, - str(call_id_val) if call_id_val else None + str(tool_call["name"]), + response_data, + str(call_id_val) if call_id_val else None, ) - + except Exception as e: self.logger.error(f"Error handling function call: {e}") # Send error response back await self._send_function_response( - getattr(function_call, "name", "unknown"), - {"error": str(e)}, - getattr(function_call, "id", None) + getattr(function_call, "name", "unknown"), + {"error": str(e)}, + getattr(function_call, "id", None), ) - async def _send_function_response(self, function_name: str, response_data: Dict[str, Any], call_id: Optional[str] = None) -> None: + async def _send_function_response( + self, + function_name: str, + response_data: Dict[str, Any], + call_id: Optional[str] = None, + ) -> None: """ Send function response back to Gemini Live session. - + Args: function_name: Name of the function that was called response_data: Response data to send back @@ -521,20 +646,26 @@ async def _send_function_response(self, function_name: str, response_data: Dict[ try: # Create function response part from google.genai import types - + function_response = types.FunctionResponse( id=call_id, # Use the call_id if provided name=function_name, - response=response_data + response=response_data, ) - + # Send the function response using the correct method # The Gemini Live API uses send_tool_response for function responses - await self._require_session().send_tool_response(function_responses=[function_response]) - self.logger.debug(f"Sent function response for {function_name}: {response_data}") - + await self._require_session().send_tool_response( + function_responses=[function_response] + ) + self.logger.debug( + f"Sent function response for {function_name}: {response_data}" + ) + except Exception as e: - self.logger.error(f"Error sending function response for {function_name}: {e}") + self.logger.error( + f"Error sending function response for {function_name}: {e}" + ) def _require_session(self) -> AsyncSession: if not self._session: diff --git a/plugins/openai/tests/test_openai_realtime.py b/plugins/openai/tests/test_openai_realtime.py index cfd9ca6e..0556ab33 100644 --- a/plugins/openai/tests/test_openai_realtime.py +++ b/plugins/openai/tests/test_openai_realtime.py @@ -3,7 +3,11 @@ from dotenv import load_dotenv from vision_agents.plugins.openai import Realtime -from vision_agents.core.llm.events import RealtimeAudioOutputEvent +from vision_agents.core.llm.events import ( + RealtimeAudioOutputEvent, + RealtimeUserSpeechTranscriptionEvent, + RealtimeAgentSpeechTranscriptionEvent, +) # Load environment variables load_dotenv() @@ -29,11 +33,11 @@ async def test_simple_response_flow(self, realtime): """Test sending a simple text message and receiving response""" # Send a simple message events = [] - + @realtime.events.subscribe async def on_audio(event: RealtimeAudioOutputEvent): events.append(event) - + await asyncio.sleep(0.01) await realtime.connect() await realtime.simple_response("Hello, can you hear me?") @@ -46,38 +50,36 @@ async def on_audio(event: RealtimeAudioOutputEvent): async def test_audio_sending_flow(self, realtime, mia_audio_16khz): """Test sending real audio data and verify connection remains stable""" events = [] - + @realtime.events.subscribe async def on_audio(event: RealtimeAudioOutputEvent): events.append(event) - + await asyncio.sleep(0.01) await realtime.connect() - + # Wait for connection to be fully established await asyncio.sleep(2.0) - + # Convert 16kHz audio to 48kHz for OpenAI realtime # OpenAI expects 48kHz PCM audio import numpy as np from scipy import signal from vision_agents.core.edge.types import PcmData - + # Resample from 16kHz to 48kHz samples_16k = mia_audio_16khz.samples num_samples_48k = int(len(samples_16k) * 48000 / 16000) samples_48k = signal.resample(samples_16k, num_samples_48k).astype(np.int16) - + # Create new PcmData with 48kHz - audio_48khz = PcmData( - samples=samples_48k, - sample_rate=48000, - format="s16" + audio_48khz = PcmData(samples=samples_48k, sample_rate=48000, format="s16") + + await realtime.simple_response( + "Listen to the following audio and tell me what you hear" ) - - await realtime.simple_response("Listen to the following audio and tell me what you hear") await asyncio.sleep(5.0) - + # Send the resampled audio await realtime.simple_audio_response(audio_48khz) @@ -89,22 +91,281 @@ async def on_audio(event: RealtimeAudioOutputEvent): async def test_video_sending_flow(self, realtime, bunny_video_track): """Test sending real video data and verify connection remains stable""" events = [] - + @realtime.events.subscribe async def on_audio(event: RealtimeAudioOutputEvent): events.append(event) - + await asyncio.sleep(0.01) await realtime.connect() await realtime.simple_response("Describe what you see in this video please") await asyncio.sleep(10.0) # Start video sender with low FPS to avoid overwhelming the connection await realtime._watch_video_track(bunny_video_track) - + # Let it run for a few seconds await asyncio.sleep(10.0) - + # Stop video sender await realtime._stop_watching_video_track() assert len(events) > 0 + async def test_user_speech_transcription_event(self, realtime): + """Test that user speech transcription event is emitted when conversation.item.input_audio_transcription.completed is received""" + user_transcripts = [] + + # Subscribe using decorator pattern like agents.py does + @realtime.events.subscribe + async def on_user_transcript(event: RealtimeUserSpeechTranscriptionEvent): + user_transcripts.append(event) + + # Real OpenAI event payload for user speech transcription (actual payload from OpenAI) + openai_event = { + "content_index": 0, + "event_id": "event_CSLB0tmlLaCQtfefQZW03", + "item_id": "item_CSLAtg5dOSD0bC3yKdelc", + "transcript": "OK, everybody. Do.", + "type": "conversation.item.input_audio_transcription.completed", + "usage": {"seconds": 2, "type": "duration"}, + } + + # Simulate receiving the event from OpenAI + await realtime._handle_openai_event(openai_event) + + # Wait for async event processing + await asyncio.sleep(0.1) + + # Verify the event was emitted + assert len(user_transcripts) == 1 + assert user_transcripts[0].text == "OK, everybody. Do." + assert user_transcripts[0].original == openai_event + + async def test_agent_speech_transcription_event(self, realtime): + """Test that agent speech transcription event is emitted when response.audio_transcript.done is received""" + agent_transcripts = [] + + # Subscribe using decorator pattern like agents.py does + @realtime.events.subscribe + async def on_agent_transcript(event: RealtimeAgentSpeechTranscriptionEvent): + agent_transcripts.append(event) + + # Real OpenAI event payload for agent speech transcription + openai_event = { + "type": "response.output_audio_transcript.done", + "event_id": "event_789", + "response_id": "resp_abc", + "item_id": "item_def", + "output_index": 0, + "content_index": 0, + "transcript": "I'm doing well, thank you for asking!", + } + + # Simulate receiving the event from OpenAI + await realtime._handle_openai_event(openai_event) + + # Wait a moment for async event handling + await asyncio.sleep(0.1) + + # Verify the event was emitted + assert len(agent_transcripts) == 1 + assert agent_transcripts[0].text == "I'm doing well, thank you for asking!" + assert agent_transcripts[0].original == openai_event + + async def test_both_transcription_events(self, realtime): + """Test that both user and agent transcription events are emitted correctly""" + user_transcripts = [] + agent_transcripts = [] + + # Subscribe using decorator pattern like agents.py does + @realtime.events.subscribe + async def on_user_transcript(event: RealtimeUserSpeechTranscriptionEvent): + user_transcripts.append(event) + + @realtime.events.subscribe + async def on_agent_transcript(event: RealtimeAgentSpeechTranscriptionEvent): + agent_transcripts.append(event) + + # Real user speech event + user_event = { + "content_index": 0, + "event_id": "event_user_123", + "item_id": "item_user_456", + "transcript": "Hello, how are you?", + "type": "conversation.item.input_audio_transcription.completed", + "usage": {"seconds": 1, "type": "duration"}, + } + + # Real agent speech event + agent_event = { + "type": "response.output_audio_transcript.done", + "event_id": "event_agent_789", + "response_id": "resp_abc", + "item_id": "item_agent_def", + "output_index": 0, + "content_index": 0, + "transcript": "I'm doing great, thanks!", + } + + # Simulate receiving both events + await realtime._handle_openai_event(user_event) + await realtime._handle_openai_event(agent_event) + + # Wait for async event processing + await asyncio.sleep(0.1) + + # Verify both events were emitted + assert len(user_transcripts) == 1 + assert user_transcripts[0].text == "Hello, how are you?" + assert user_transcripts[0].original == user_event + + assert len(agent_transcripts) == 1 + assert agent_transcripts[0].text == "I'm doing great, thanks!" + assert agent_transcripts[0].original == agent_event + + async def test_user_speech_transcription_tracks_participant(self, realtime): + """Test that user speech transcription correctly tracks participant/user_id""" + user_transcripts = [] + + # Subscribe to events + @realtime.events.subscribe + async def on_user_transcript(event: RealtimeUserSpeechTranscriptionEvent): + user_transcripts.append(event) + + # Create a mock participant with a specific user_id + from vision_agents.core.edge.types import Participant + + test_participant = Participant(original=None, user_id="test_user_123") + + # Simulate sending audio with participant info + from vision_agents.core.edge.types import PcmData + import numpy as np + + pcm = PcmData( + samples=np.zeros(100, dtype=np.int16), sample_rate=48000, format="s16" + ) + await realtime.simple_audio_response(pcm, test_participant) + + # Simulate OpenAI creating the conversation item (this is when we map item_id -> participant) + item_created_event = { + "type": "conversation.item.created", + "event_id": "event_created_123", + "item": { + "id": "item_test_456", + "type": "message", + "role": "user", + "content": [], + }, + } + await realtime._handle_openai_event(item_created_event) + + # Now simulate receiving the transcription event from OpenAI + openai_event = { + "content_index": 0, + "event_id": "event_test_123", + "item_id": "item_test_456", + "transcript": "Test transcription with user ID", + "type": "conversation.item.input_audio_transcription.completed", + "usage": {"seconds": 1, "type": "duration"}, + } + + await realtime._handle_openai_event(openai_event) + await asyncio.sleep(0.1) + + # Verify the event was emitted with correct participant info + assert len(user_transcripts) == 1 + assert user_transcripts[0].text == "Test transcription with user ID" + + # Verify the participant/user_id is correctly tracked + assert user_transcripts[0].user_metadata is not None + assert user_transcripts[0].user_metadata.user_id == "test_user_123" + + # Verify the user_id() helper method works + assert user_transcripts[0].user_id() == "test_user_123" + + async def test_multi_user_participant_tracking(self, realtime): + """Test that participant tracking works correctly when multiple users speak in succession""" + user_transcripts = [] + + @realtime.events.subscribe + async def on_user_transcript(event: RealtimeUserSpeechTranscriptionEvent): + user_transcripts.append(event) + + from vision_agents.core.edge.types import Participant + from vision_agents.core.edge.types import PcmData + import numpy as np + + # User A sends audio + participant_a = Participant(original=None, user_id="user_a") + pcm_a = PcmData( + samples=np.zeros(100, dtype=np.int16), sample_rate=48000, format="s16" + ) + await realtime.simple_audio_response(pcm_a, participant_a) + + # OpenAI creates conversation item for User A + item_created_a = { + "type": "conversation.item.created", + "event_id": "event_created_a", + "item": { + "id": "item_a_123", + "type": "message", + "role": "user", + "content": [], + }, + } + await realtime._handle_openai_event(item_created_a) + + # User B sends audio (before A's transcription arrives) + participant_b = Participant(original=None, user_id="user_b") + pcm_b = PcmData( + samples=np.zeros(100, dtype=np.int16), sample_rate=48000, format="s16" + ) + await realtime.simple_audio_response(pcm_b, participant_b) + + # OpenAI creates conversation item for User B + item_created_b = { + "type": "conversation.item.created", + "event_id": "event_created_b", + "item": { + "id": "item_b_456", + "type": "message", + "role": "user", + "content": [], + }, + } + await realtime._handle_openai_event(item_created_b) + + # Now transcriptions arrive (A's transcription arrives AFTER B started speaking) + transcription_a = { + "content_index": 0, + "event_id": "event_trans_a", + "item_id": "item_a_123", # References User A's item + "transcript": "Hello from User A", + "type": "conversation.item.input_audio_transcription.completed", + "usage": {"seconds": 1, "type": "duration"}, + } + await realtime._handle_openai_event(transcription_a) + + transcription_b = { + "content_index": 0, + "event_id": "event_trans_b", + "item_id": "item_b_456", # References User B's item + "transcript": "Hello from User B", + "type": "conversation.item.input_audio_transcription.completed", + "usage": {"seconds": 1, "type": "duration"}, + } + await realtime._handle_openai_event(transcription_b) + + await asyncio.sleep(0.1) + + # Verify both transcriptions are attributed to the correct users + assert len(user_transcripts) == 2 + + # User A's transcription should be attributed to User A (not B, despite B speaking more recently) + assert user_transcripts[0].text == "Hello from User A" + assert user_transcripts[0].user_metadata is not None + assert user_transcripts[0].user_metadata.user_id == "user_a" + + # User B's transcription should be attributed to User B + assert user_transcripts[1].text == "Hello from User B" + assert user_transcripts[1].user_metadata is not None + assert user_transcripts[1].user_metadata.user_id == "user_b" diff --git a/plugins/openai/vision_agents/plugins/openai/openai_realtime.py b/plugins/openai/vision_agents/plugins/openai/openai_realtime.py index 2cec37d6..47a9c65b 100644 --- a/plugins/openai/vision_agents/plugins/openai/openai_realtime.py +++ b/plugins/openai/vision_agents/plugins/openai/openai_realtime.py @@ -2,8 +2,12 @@ from typing import Any, Optional, List, Dict from getstream.video.rtc.audio_track import AudioStreamTrack -from openai.types.realtime import RealtimeSessionCreateRequestParam, ResponseAudioTranscriptDoneEvent, \ - InputAudioBufferSpeechStartedEvent +from openai.types.realtime import ( + RealtimeSessionCreateRequestParam, + ResponseAudioTranscriptDoneEvent, + InputAudioBufferSpeechStartedEvent, + ConversationItemInputAudioTranscriptionCompletedEvent, +) from vision_agents.core.llm import realtime from vision_agents.core.llm.llm_types import ToolSchema @@ -22,8 +26,8 @@ """ TODO -- support passing full client options in __init__. at that's not possible. -- review either SessionCreateParams or RealtimeSessionCreateRequestParam +- support passing full client options in __init__. at that's not possible. +- review either SessionCreateParams or RealtimeSessionCreateRequestParam - send video should depend on if the RTC connection with stream is sending video. """ @@ -50,16 +54,20 @@ class Realtime(realtime.Realtime): - MCP integration for external service access. """ - def __init__(self, model: str = "gpt-realtime", voice: str = "marin", *args, **kwargs): + + def __init__( + self, model: str = "gpt-realtime", voice: str = "marin", *args, **kwargs + ): super().__init__(*args, **kwargs) self.model = model self.voice = voice # TODO: send video should depend on if the RTC connection with stream is sending video. self.rtc = RTCManager(self.model, self.voice, True) # audio output track? - self.output_track = AudioStreamTrack( - framerate=48000, stereo=True, format="s16" - ) + self.output_track = AudioStreamTrack(framerate=48000, stereo=True, format="s16") + # Map conversation item_id to participant to handle multi-user scenarios + self._item_to_participant: Dict[str, Participant] = {} + self._pending_participant: Optional[Participant] = None async def connect(self): """Establish the WebRTC connection to OpenAI's Realtime API. @@ -74,23 +82,27 @@ async def connect(self): instructions = self.instructions self.rtc.instructions = instructions - + # Wire callbacks so we can emit audio/events upstream self.rtc.set_event_callback(self._handle_openai_event) self.rtc.set_audio_callback(self._handle_audio_output) await self.rtc.connect() - + # Register tools with OpenAI realtime if available await self._register_tools_with_openai_realtime() - + # Emit connected/ready self._emit_connected_event( session_config={"model": self.model, "voice": self.voice}, capabilities=["text", "audio", "function_calling"], ) - async def simple_response(self, text: str, processors: Optional[List[Processor]] = None, - participant: Optional[Participant] = None): + async def simple_response( + self, + text: str, + processors: Optional[List[Processor]] = None, + participant: Optional[Participant] = None, + ): """Send a simple text input to the OpenAI Realtime session. This is a convenience wrapper that forwards a text prompt upstream via @@ -106,7 +118,9 @@ async def simple_response(self, text: str, processors: Optional[List[Processor]] """ await self.rtc.send_text(text) - async def simple_audio_response(self, audio: PcmData): + async def simple_audio_response( + self, audio: PcmData, participant: Optional[Participant] = None + ): """Send a single PCM audio frame to the OpenAI Realtime session. The audio should be raw PCM matching the realtime session's expected @@ -115,7 +129,10 @@ async def simple_audio_response(self, audio: PcmData): Args: audio: PCM audio frame to forward upstream. + participant: Optional participant information for the audio source. """ + # Track pending participant for the next conversation item + self._pending_participant = participant await self.rtc.send_audio_pcm(audio) async def request_session_info(self) -> None: @@ -141,7 +158,8 @@ async def _handle_openai_event(self, event: dict) -> None: event: Raw event dictionary from OpenAI API. Event Handling: - - response.audio_transcript.done: Emits transcript/response events + - response.audio_transcript.done: Emits agent speech transcription + - conversation.item.input_audio_transcription.completed: Emits user speech transcription - input_audio_buffer.speech_started: Flushes output audio track - response.tool_call: Handles tool calls from OpenAI realtime @@ -149,10 +167,69 @@ async def _handle_openai_event(self, event: dict) -> None: Registered as callback with RTC manager. """ et = event.get("type") - if et == "response.audio_transcript.done": - transcript_event: ResponseAudioTranscriptDoneEvent = ResponseAudioTranscriptDoneEvent.model_validate(event) - self._emit_transcript_event(text=transcript_event.transcript, user_metadata={"role": "assistant", "source": "openai"}) - self._emit_response_event(text=transcript_event.transcript, response_id=transcript_event.response_id, is_complete=True, conversation_item_id=transcript_event.item_id) + logger.debug(f"OpenAI Realtime event: {et}") + + # code here is weird because OpenAI does something strange + # see issue: https://github.com/openai/openai-python/issues/2698 + # as a workaround we copy the event and set type to response.output_audio_transcript.done so that + # ResponseAudioTranscriptDoneEvent.model_validate is happy + if et in [ + "response.audio_transcript.done", + "response.output_audio_transcript.done", + ]: + event_copy = event.copy() + event_copy["type"] = "response.output_audio_transcript.done" + transcript_event: ResponseAudioTranscriptDoneEvent = ( + ResponseAudioTranscriptDoneEvent.model_validate(event_copy) + ) + self._emit_agent_speech_transcription( + text=transcript_event.transcript, original=event + ) + self._emit_response_event( + text=transcript_event.transcript, + response_id=transcript_event.response_id, + is_complete=True, + conversation_item_id=transcript_event.item_id, + ) + elif et == "conversation.item.created": + # When OpenAI creates a conversation item, map it to the participant who sent the audio + item = event.get("item", {}) + if item.get("type") == "message" and item.get("role") == "user": + item_id = item.get("id") + if item_id and self._pending_participant: + self._item_to_participant[item_id] = self._pending_participant + logger.debug( + f"Mapped item {item_id} to participant {self._pending_participant.user_id if self._pending_participant else 'None'}" + ) + elif et == "conversation.item.input_audio_transcription.completed": + # User input audio transcription completed + user_transcript_event: ConversationItemInputAudioTranscriptionCompletedEvent = ConversationItemInputAudioTranscriptionCompletedEvent.model_validate( + event + ) + item_id = user_transcript_event.item_id + + # Look up the correct participant for this transcription + participant = self._item_to_participant.get(item_id) + if participant: + logger.info( + f"User speech transcript from {participant.user_id}: {user_transcript_event.transcript}" + ) + else: + logger.info( + f"User speech transcript (no participant mapping): {user_transcript_event.transcript}" + ) + + # Temporarily set the correct participant for this specific transcription + original_participant = self._current_participant + self._current_participant = participant + self._emit_user_speech_transcription( + text=user_transcript_event.transcript, original=event + ) + self._current_participant = original_participant + + # Clean up the mapping to avoid memory leaks + if item_id: + self._item_to_participant.pop(item_id, None) elif et == "input_audio_buffer.speech_started": # Validate event but don't need to store it InputAudioBufferSpeechStartedEvent.model_validate(event) @@ -182,20 +259,22 @@ async def _handle_audio_output(self, audio_bytes: bytes) -> None: audio_data=audio_bytes, sample_rate=48000, # OpenAI Realtime uses 48kHz ) - + # Forward audio to output track for playback await self.output_track.write(audio_bytes) async def _watch_video_track(self, track, **kwargs) -> None: - shared_forwarder = kwargs.get('shared_forwarder') - await self.rtc.start_video_sender(track, self.fps, shared_forwarder=shared_forwarder) + shared_forwarder = kwargs.get("shared_forwarder") + await self.rtc.start_video_sender( + track, self.fps, shared_forwarder=shared_forwarder + ) async def _stop_watching_video_track(self) -> None: await self.rtc.stop_video_sender() async def _handle_tool_call_event(self, event: dict) -> None: """Handle tool call events from OpenAI realtime. - + Args: event: Tool call event from OpenAI realtime API """ @@ -206,24 +285,26 @@ async def _handle_tool_call_event(self, event: dict) -> None: tool_call_data = item else: tool_call_data = event.get("tool_call", {}) - + if not tool_call_data: logger.warning("Received tool call event without tool_call data") return - + # Extract tool call details tool_call = { "type": "tool_call", "id": tool_call_data.get("call_id"), "name": tool_call_data.get("name", "unknown"), - "arguments_json": tool_call_data.get("arguments", {}) + "arguments_json": tool_call_data.get("arguments", {}), } - - logger.info(f"Executing tool call: {tool_call['name']} with args: {tool_call['arguments_json']}") - + + logger.info( + f"Executing tool call: {tool_call['name']} with args: {tool_call['arguments_json']}" + ) + # Execute using existing tool execution infrastructure tc, result, error = await self._run_one_tool(tool_call, timeout_s=30) - + # Prepare response data if error: response_data = {"error": str(error)} @@ -235,10 +316,10 @@ async def _handle_tool_call_event(self, event: dict) -> None: else: response_data = result logger.info(f"Tool call {tool_call['name']} succeeded: {response_data}") - + # Send tool response back to OpenAI realtime session await self._send_tool_response(tool_call["id"], response_data) - + except Exception as e: logger.error(f"Error handling tool call event: {e}") # Send error response back @@ -249,9 +330,11 @@ async def _handle_tool_call_event(self, event: dict) -> None: call_id = event.get("tool_call", {}).get("call_id") await self._send_tool_response(call_id, {"error": str(e)}) - async def _send_tool_response(self, call_id: Optional[str], response_data: Dict[str, Any]) -> None: + async def _send_tool_response( + self, call_id: Optional[str], response_data: Dict[str, Any] + ) -> None: """Send tool response back to OpenAI realtime session. - + Args: call_id: The call ID from the original tool call response_data: The response data to send back @@ -259,44 +342,46 @@ async def _send_tool_response(self, call_id: Optional[str], response_data: Dict[ if not call_id: logger.warning("Cannot send tool response without call_id") return - + try: # Convert response to string for OpenAI realtime response_str = self._sanitize_tool_output(response_data) - + # Send tool response event event = { "type": "conversation.item.create", "item": { "type": "function_call_output", "call_id": call_id, - "output": response_str - } + "output": response_str, + }, } - + await self.rtc._send_event(event) logger.info(f"Sent tool response for call_id {call_id}") - + # Trigger a new response to continue the conversation with audio # This ensures the AI responds with audio after receiving the tool result - await self.rtc._send_event({ - "type": "response.create", - "response": { - "modalities": ["text", "audio"], - "instructions": "Please respond to the user with the tool results in a conversational way." + await self.rtc._send_event( + { + "type": "response.create", + "response": { + "modalities": ["text", "audio"], + "instructions": "Please respond to the user with the tool results in a conversational way.", + }, } - }) - + ) + except Exception as e: logger.error(f"Failed to send tool response: {e}") def _sanitize_tool_output(self, value: Any, max_chars: int = 60_000) -> str: """Sanitize tool output for OpenAI realtime. - + Args: value: The tool output to sanitize max_chars: Maximum characters allowed (not used in realtime mode) - + Returns: Sanitized string output """ @@ -307,12 +392,14 @@ def _sanitize_tool_output(self, value: Any, max_chars: int = 60_000) -> str: else: return str(value) - def _convert_tools_to_openai_realtime_format(self, tools: List[ToolSchema]) -> List[Dict[str, Any]]: + def _convert_tools_to_openai_realtime_format( + self, tools: List[ToolSchema] + ) -> List[Dict[str, Any]]: """Convert ToolSchema objects to OpenAI realtime format. - + Args: tools: List of ToolSchema objects from the function registry - + Returns: List of tools in OpenAI realtime format """ @@ -327,46 +414,50 @@ def _convert_tools_to_openai_realtime_format(self, tools: List[ToolSchema]) -> L params.setdefault("properties", {}) params.setdefault("additionalProperties", False) - out.append({ - "type": "function", - "name": name, - "description": description, - "parameters": params, - }) + out.append( + { + "type": "function", + "name": name, + "description": description, + "parameters": params, + } + ) return out async def _register_tools_with_openai_realtime(self) -> None: """Register available tools with OpenAI realtime session. - + This method registers all available functions and MCP tools with the OpenAI realtime session so they can be called during conversations. """ try: # Get available tools from function registry available_tools = self.get_available_functions() - + if not available_tools: logger.info("No tools available to register with OpenAI realtime") return - + # Convert tools to OpenAI realtime format - tools_for_openai = self._convert_tools_to_openai_realtime_format(available_tools) - + tools_for_openai = self._convert_tools_to_openai_realtime_format( + available_tools + ) + if not tools_for_openai: logger.info("No tools converted for OpenAI realtime") return - + # Send tools configuration to OpenAI realtime tools_event = { "type": "session.update", - "session": { - "tools": tools_for_openai - } + "session": {"tools": tools_for_openai}, } - + await self.rtc._send_event(tools_event) - logger.info(f"Registered {len(tools_for_openai)} tools with OpenAI realtime") - + logger.info( + f"Registered {len(tools_for_openai)} tools with OpenAI realtime" + ) + except Exception as e: logger.error(f"Failed to register tools with OpenAI realtime: {e}") # Don't raise the exception - tool registration failure shouldn't break the connection diff --git a/plugins/openai/vision_agents/plugins/openai/rtc_manager.py b/plugins/openai/vision_agents/plugins/openai/rtc_manager.py index 7f82a32b..4ddc735c 100644 --- a/plugins/openai/vision_agents/plugins/openai/rtc_manager.py +++ b/plugins/openai/vision_agents/plugins/openai/rtc_manager.py @@ -42,7 +42,7 @@ def __init__(self, sample_rate: int = 48000): self._latest_chunk: Optional[bytes] = None self._silence_cache: dict[int, np.ndarray] = {} - def set_input (self, pcm_data: bytes, sample_rate: Optional[int] = None) -> None: + def set_input(self, pcm_data: bytes, sample_rate: Optional[int] = None) -> None: if not pcm_data: return if sample_rate is not None: @@ -93,16 +93,18 @@ class StreamVideoForwardingTrack(VideoStreamTrack): """Track that forwards frames from Stream Video to OpenAI. TODO: why do we have this forwarding track, when there is the video_forwarder """ - + kind = "video" - - def __init__(self, source_track: MediaStreamTrack, fps: int = 1, shared_forwarder=None): + + def __init__( + self, source_track: MediaStreamTrack, fps: int = 1, shared_forwarder=None + ): super().__init__() self._source_track = source_track self._fps = max(1, fps) self._interval = 1.0 / self._fps self._ts = 0 - self._last_frame_time = 0. + self._last_frame_time = 0.0 self._frame_count = 0 self._error_count = 0 self._consecutive_errors = 0 @@ -116,27 +118,35 @@ def __init__(self, source_track: MediaStreamTrack, fps: int = 1, shared_forwarde self._started: bool = False # Rate limiting for inactive track warnings - self._last_inactive_warning = 0. + self._last_inactive_warning = 0.0 self._inactive_warning_interval = 30.0 # Only warn every 30 seconds - + if shared_forwarder: - logger.info(f"🎥 StreamVideoForwardingTrack initialized with SHARED forwarder: fps={fps}, interval={self._interval:.3f}s") + logger.info( + f"🎥 StreamVideoForwardingTrack initialized with SHARED forwarder: fps={fps}, interval={self._interval:.3f}s" + ) else: - logger.info(f"🎥 StreamVideoForwardingTrack initialized: fps={fps}, interval={self._interval:.3f}s (frame limiting DISABLED for performance)") - + logger.info( + f"🎥 StreamVideoForwardingTrack initialized: fps={fps}, interval={self._interval:.3f}s (frame limiting DISABLED for performance)" + ) + async def start(self) -> None: if self._started: return - + if self._shared_forwarder is not None: # Use the shared forwarder self._forwarder = self._shared_forwarder logger.info(f"🎥 OpenAI using shared VideoForwarder at {self._fps} FPS") else: # Create our own VideoForwarder with the input source track (legacy behavior) - self._forwarder = VideoForwarder(self._source_track, max_buffer=5, fps=self._fps) # type: ignore[arg-type] + self._forwarder = VideoForwarder( + self._source_track, # type: ignore[arg-type] + max_buffer=5, + fps=self._fps, + ) await self._forwarder.start() - + self._started = True async def recv(self): @@ -148,7 +158,9 @@ async def recv(self): # Rate limit warnings to avoid spam now = time.monotonic() if now - self._last_inactive_warning > self._inactive_warning_interval: - logger.warning("🎥 StreamVideoForwardingTrack is no longer active, returning black frame") + logger.warning( + "🎥 StreamVideoForwardingTrack is no longer active, returning black frame" + ) self._last_inactive_warning = now return self._generate_black_frame() @@ -157,8 +169,12 @@ async def recv(self): # Health check: detect if track has been dead for too long if now - self._last_health_check > self._health_check_interval: self._last_health_check = now - if now - self._last_successful_frame_time > 30.0: # No frames for 30 seconds - logger.error("🎥 StreamVideoForwardingTrack health check failed - no frames for 30+ seconds") + if ( + now - self._last_successful_frame_time > 30.0 + ): # No frames for 30 seconds + logger.error( + "🎥 StreamVideoForwardingTrack health check failed - no frames for 30+ seconds" + ) self._is_active = False return self._generate_black_frame() @@ -178,7 +194,9 @@ async def recv(self): try: frame = frame.reformat(format="rgb24") except Exception as e: - logger.warning(f"🎥 Frame format conversion failed: {e}, using original") + logger.warning( + f"🎥 Frame format conversion failed: {e}, using original" + ) # Update timing for WebRTC frame.pts = self._ts @@ -191,18 +209,24 @@ async def recv(self): except asyncio.TimeoutError: self._consecutive_errors += 1 if self._consecutive_errors >= self._max_consecutive_errors: - logger.error(f"🎥 StreamVideoForwardingTrack circuit breaker triggered - {self._consecutive_errors} consecutive timeouts") + logger.error( + f"🎥 StreamVideoForwardingTrack circuit breaker triggered - {self._consecutive_errors} consecutive timeouts" + ) self._is_active = False return self._generate_black_frame() except Exception as e: self._consecutive_errors += 1 self._error_count += 1 - logger.error(f"❌ FRAME ERROR: frame_id={self._frame_count} (error #{self._error_count}, consecutive={self._consecutive_errors}): {e}") + logger.error( + f"❌ FRAME ERROR: frame_id={self._frame_count} (error #{self._error_count}, consecutive={self._consecutive_errors}): {e}" + ) if self._consecutive_errors >= self._max_consecutive_errors: - logger.error(f"🎥 StreamVideoForwardingTrack circuit breaker triggered - {self._consecutive_errors} consecutive errors") + logger.error( + f"🎥 StreamVideoForwardingTrack circuit breaker triggered - {self._consecutive_errors} consecutive errors" + ) self._is_active = False return self._generate_black_frame() - + def _generate_black_frame(self) -> VideoFrame: """Generate a black frame as fallback.""" black_array = np.zeros((480, 640, 3), dtype=np.uint8) @@ -211,10 +235,12 @@ def _generate_black_frame(self) -> VideoFrame: frame.time_base = Fraction(1, self._fps) self._ts += 1 return frame - + def stop(self): """Stop the forwarding track and forwarder.""" - logger.info(f"🎥 StreamVideoForwardingTrack stopped after {self._frame_count} frames, {self._error_count} errors") + logger.info( + f"🎥 StreamVideoForwardingTrack stopped after {self._frame_count} frames, {self._error_count} errors" + ) try: if self._forwarder is not None: asyncio.create_task(self._forwarder.stop()) @@ -281,7 +307,6 @@ async def on_track(track): await self.pc.setRemoteDescription(answer) logger.info("Remote description set; WebRTC established") - async def _get_session_token(self) -> str: url = OPENAI_SESSIONS_URL headers = { @@ -298,7 +323,9 @@ async def _get_session_token(self) -> str: async with AsyncClient() as client: for attempt in range(2): try: - resp = await client.post(url, headers=headers, json=payload, timeout=15) + resp = await client.post( + url, headers=headers, json=payload, timeout=15 + ) resp.raise_for_status() data: dict = resp.json() secret = data.get("client_secret", {}) @@ -319,19 +346,20 @@ async def _add_data_channel(self) -> None: async def on_open(): self._data_channel_open_event.set() - # Immediately switch to semantic VAD so it's active before the user speaks + # Immediately switch to semantic VAD and enable input audio transcription await self._send_event( - { - "type": "session.update", - "session": { - "turn_detection": { - "type": "semantic_vad" - } - }, - } - ) + { + "type": "session.update", + "session": { + "turn_detection": {"type": "semantic_vad"}, + "input_audio_transcription": {"model": "whisper-1"}, + }, + } + ) # Session information will be automatically stored when session.created event is received - logger.info("Requested semantic_vad via session.update") + logger.info( + "Requested semantic_vad and input_audio_transcription via session.update" + ) @self.data_channel.on("message") def on_message(message): @@ -369,7 +397,6 @@ async def recv(self): # Keep a handle to the currently active source (if any) for diagnostics / control self._active_video_source: Optional[MediaStreamTrack] = None - async def send_audio_pcm(self, pcm_data: PcmData) -> None: """Send raw PCM audio data to OpenAI. @@ -394,10 +421,9 @@ async def send_audio_pcm(self, pcm_data: PcmData) -> None: except Exception as e: logger.error(f"Failed to push mic audio: {e}") - async def send_text(self, text: str, role: str = "user"): """Send a text message to OpenAI. - + Args: text: The text message to send. role: Message role. Defaults to "user". @@ -428,13 +454,19 @@ async def _send_event(self, event: dict): # Ensure the data channel is open before sending if not self._data_channel_open_event.is_set(): try: - await asyncio.wait_for(self._data_channel_open_event.wait(), timeout=5.0) + await asyncio.wait_for( + self._data_channel_open_event.wait(), timeout=5.0 + ) except asyncio.TimeoutError: - logger.warning("Data channel not open after timeout; dropping event") + logger.warning( + "Data channel not open after timeout; dropping event" + ) return if self.data_channel.readyState and self.data_channel.readyState != "open": - logger.warning(f"Data channel state is '{self.data_channel.readyState}', cannot send event") + logger.warning( + f"Data channel state is '{self.data_channel.readyState}', cannot send event" + ) message_json = json.dumps(event) self.data_channel.send(message_json) @@ -442,7 +474,9 @@ async def _send_event(self, event: dict): except Exception as e: logger.error(f"Failed to send event: {e}") - async def start_video_sender(self, stream_video_track: MediaStreamTrack, fps: int = 1, shared_forwarder=None) -> None: + async def start_video_sender( + self, stream_video_track: MediaStreamTrack, fps: int = 1, shared_forwarder=None + ) -> None: """Replace dummy video track with the actual Stream Video forwarding track. This creates a forwarding track that reads frames from the Stream Video track @@ -453,15 +487,19 @@ async def start_video_sender(self, stream_video_track: MediaStreamTrack, fps: in fps: Target frames per second. shared_forwarder: Optional shared VideoForwarder to use instead of creating a new one. """ - + try: if not self.send_video: logger.error("❌ Video sending not enabled for this session") raise RuntimeError("Video sending not enabled for this session") if self._video_sender is None: - logger.error("❌ Video sender not available; was video track negotiated?") - raise RuntimeError("Video sender not available; was video track negotiated?") - + logger.error( + "❌ Video sender not available; was video track negotiated?" + ) + raise RuntimeError( + "Video sender not available; was video track negotiated?" + ) + # Stop any existing video sender task if self._video_sender_task is not None: logger.info("🎥 Stopping existing video sender task...") @@ -471,23 +509,29 @@ async def start_video_sender(self, stream_video_track: MediaStreamTrack, fps: in except asyncio.CancelledError: pass logger.info("🎥 Existing video sender task stopped") - + # Create forwarding track and start its forwarder - forwarding_track = StreamVideoForwardingTrack(stream_video_track, fps, shared_forwarder=shared_forwarder) + forwarding_track = StreamVideoForwardingTrack( + stream_video_track, fps, shared_forwarder=shared_forwarder + ) await forwarding_track.start() - + # Replace the dummy track with the forwarding track try: - logger.info("🎥 Replacing OpenAI dummy track with StreamVideoForwardingTrack") + logger.info( + "🎥 Replacing OpenAI dummy track with StreamVideoForwardingTrack" + ) self._video_sender.replaceTrack(forwarding_track) self._forwarding_track = forwarding_track self._active_video_source = stream_video_track - logger.info(f"✅ Successfully replaced OpenAI track with Stream Video forwarding (fps={fps})") + logger.info( + f"✅ Successfully replaced OpenAI track with Stream Video forwarding (fps={fps})" + ) except Exception as replace_error: logger.error(f"❌ Failed to replace video track: {replace_error}") logger.error(f"❌ Replace error type: {type(replace_error).__name__}") raise RuntimeError(f"Track replacement failed: {replace_error}") - + except Exception as e: logger.error(f"❌ Failed to start video sender: {e}") logger.error(f"❌ Error type: {type(e).__name__}") @@ -511,11 +555,11 @@ async def stop_video_sender(self) -> None: except Exception: pass self._forwarding_track = None - + if self._video_sender is None: logger.warning("No video sender available to stop") return - + # Replace track with proper error handling try: if self._video_track is None: @@ -524,13 +568,15 @@ async def stop_video_sender(self) -> None: logger.info("✅ Video sender detached (no base track)") else: self._video_sender.replaceTrack(self._video_track) - logger.info(f"✅ Video sender reverted to dummy track: {type(self._video_track).__name__}") - + logger.info( + f"✅ Video sender reverted to dummy track: {type(self._video_track).__name__}" + ) + self._active_video_source = None except Exception as replace_error: logger.error(f"❌ Failed to revert video track: {replace_error}") raise RuntimeError(f"Track reversion failed: {replace_error}") - + except Exception as e: logger.error(f"❌ Failed to stop video sender: {e}") raise @@ -557,7 +603,9 @@ async def _exchange_sdp(self, local_sdp: str) -> Optional[str]: try: async with AsyncClient() as client: - response = await client.post(url, headers=headers, content=local_sdp, timeout=20) + response = await client.post( + url, headers=headers, content=local_sdp, timeout=20 + ) response.raise_for_status() return response.text if response.text else None except HTTPStatusError as e: @@ -576,7 +624,10 @@ async def _handle_added_track(self, track: MediaStreamTrack) -> None: async def _reader(): while True: try: - frame: AudioFrame = cast(AudioFrame, await asyncio.wait_for(track.recv(), timeout=1.0)) + frame: AudioFrame = cast( + AudioFrame, + await asyncio.wait_for(track.recv(), timeout=1.0), + ) except asyncio.TimeoutError: continue except Exception as e: @@ -597,8 +648,8 @@ async def _reader(): await cb(audio_bytes) except Exception as e: logger.debug(f"Failed to process remote audio frame: {e}") + asyncio.create_task(_reader()) - async def _handle_event(self, event: dict) -> None: """Minimal event handler for data channel messages.""" @@ -607,13 +658,13 @@ async def _handle_event(self, event: dict) -> None: try: await cb(event) except Exception as e: - logger.debug(f"Event callback error: {e}") + logger.error(f"Event callback error: {e}") # Store session information when we receive session.created event - # FIXME Typing + # FIXME Typing if event.get("type") == "session.created" and "session" in event: self.session_info = event["session"] - logger.debug(f"Stored session info: {self.session_info}") + logger.error(f"Stored session info: {self.session_info}") async def request_session_info(self) -> None: """Request and log current session information. @@ -625,7 +676,9 @@ async def request_session_info(self) -> None: if self.session_info: logger.info(f"Current session info: {self.session_info}") else: - logger.info("No session information available yet. Waiting for session.created event.") + logger.info( + "No session information available yet. Waiting for session.created event." + ) def set_audio_callback(self, callback: Callable[[bytes], Any]) -> None: """Set callback for receiving audio data from OpenAI. @@ -643,51 +696,78 @@ def set_event_callback(self, callback: Callable[[dict], Any]) -> None: """ self._event_callback = callback - async def _forward_video_frames(self, source_track: MediaStreamTrack, fps: int) -> None: + async def _forward_video_frames( + self, source_track: MediaStreamTrack, fps: int + ) -> None: """Forward video frames from user's track to OpenAI via WebRTC. - + This method reads frames from the user's video track and forwards them through the WebRTC connection to OpenAI for processing. """ interval = max(0.01, 1.0 / max(1, fps)) frame_count = 0 - + try: - logger.info(f"🎥 Starting video frame forwarding loop (fps={fps}, interval={interval:.3f}s)") - logger.info(f"🎥 Source track: {type(source_track).__name__}, kind={getattr(source_track, 'kind', 'unknown')}") - + logger.info( + f"🎥 Starting video frame forwarding loop (fps={fps}, interval={interval:.3f}s)" + ) + logger.info( + f"🎥 Source track: {type(source_track).__name__}, kind={getattr(source_track, 'kind', 'unknown')}" + ) + while True: try: # Read frame from user's video track - logger.debug(f"🎥 Attempting to read frame #{frame_count + 1} from user track...") - frame: VideoFrame = cast(VideoFrame, await asyncio.wait_for(source_track.recv(), timeout=1.0)) + logger.debug( + f"🎥 Attempting to read frame #{frame_count + 1} from user track..." + ) + frame: VideoFrame = cast( + VideoFrame, + await asyncio.wait_for(source_track.recv(), timeout=1.0), + ) frame_count += 1 - + # Log frame details - logger.info(f"🎥 SUCCESS: Read frame #{frame_count} from user track!") - logger.info(f"🎥 Frame details: {frame.width}x{frame.height}, format={frame.format}, pts={frame.pts}") - + logger.info( + f"🎥 SUCCESS: Read frame #{frame_count} from user track!" + ) + logger.info( + f"🎥 Frame details: {frame.width}x{frame.height}, format={frame.format}, pts={frame.pts}" + ) + # The frame is automatically forwarded through the WebRTC connection # since we replaced the track with replaceTrack() - logger.debug(f"🎥 Frame #{frame_count} automatically forwarded via WebRTC") - + logger.debug( + f"🎥 Frame #{frame_count} automatically forwarded via WebRTC" + ) + # Throttle frame rate await asyncio.sleep(interval) - + except asyncio.TimeoutError: - logger.warning(f"🎥 Timeout waiting for frame #{frame_count + 1} from user track") + logger.warning( + f"🎥 Timeout waiting for frame #{frame_count + 1} from user track" + ) continue except Exception as e: - logger.error(f"❌ Error reading video frame #{frame_count + 1}: {e}") + logger.error( + f"❌ Error reading video frame #{frame_count + 1}: {e}" + ) logger.error(f"❌ Exception type: {type(e).__name__}") break - + except asyncio.CancelledError: - logger.info(f"🎥 Video forwarding task cancelled after {frame_count} frames") + logger.info( + f"🎥 Video forwarding task cancelled after {frame_count} frames" + ) except Exception as e: - logger.error(f"❌ Video forwarding task failed after {frame_count} frames: {e}") + logger.error( + f"❌ Video forwarding task failed after {frame_count} frames: {e}" + ) finally: - logger.info(f"🎥 Video forwarding task ended. Total frames processed: {frame_count}") + logger.info( + f"🎥 Video forwarding task ended. Total frames processed: {frame_count}" + ) async def close(self) -> None: """Close the WebRTC connection and clean up resources.""" @@ -699,7 +779,7 @@ async def close(self) -> None: await self._video_sender_task except asyncio.CancelledError: pass - + if self.data_channel is not None: try: self.data_channel.close() From e51151c48138c3e128f44619b29c43d0d994e133 Mon Sep 17 00:00:00 2001 From: Tommaso Barbugli Date: Mon, 20 Oct 2025 10:50:52 +0200 Subject: [PATCH 22/25] nothingfuckingworks --- .../getstream/stream_edge_transport.py | 24 +++++++++---------- .../plugins/openai/openai_realtime.py | 2 +- .../plugins/openai/rtc_manager.py | 23 ++++++------------ 3 files changed, 20 insertions(+), 29 deletions(-) diff --git a/plugins/getstream/vision_agents/plugins/getstream/stream_edge_transport.py b/plugins/getstream/vision_agents/plugins/getstream/stream_edge_transport.py index 89ba514b..de87850b 100644 --- a/plugins/getstream/vision_agents/plugins/getstream/stream_edge_transport.py +++ b/plugins/getstream/vision_agents/plugins/getstream/stream_edge_transport.py @@ -101,12 +101,10 @@ async def _on_track_published(self, event: sfu_events.TrackPublishedEvent): user_id = event.payload.user_id session_id = event.payload.session_id - if user_id == self.agent_user_id: - return - track_type_int = event.payload.type # TrackType enum int from SFU expected_kind = self._get_webrtc_kind(track_type_int) track_key = (user_id, session_id, track_type_int) + is_agent_track = (user_id == self.agent_user_id) # First check if track already exists in map (e.g., from previous unpublish/republish) if track_key in self._track_map: @@ -151,16 +149,18 @@ async def _on_track_published(self, event: sfu_events.TrackPublishedEvent): f"Trackmap published: {track_type_int} from {user_id}, track_id: {track_id} (waited {elapsed:.2f}s)" ) - # NOW spawn TrackAddedEvent with correct type - self.events.send( - events.TrackAddedEvent( - plugin_name="getstream", - track_id=track_id, - track_type=track_type_int, - user=event.participant, - user_metadata=event.participant, + # Only emit TrackAddedEvent for remote participants, not for agent's own tracks + if not is_agent_track: + # NOW spawn TrackAddedEvent with correct type + self.events.send( + events.TrackAddedEvent( + plugin_name="getstream", + track_id=track_id, + track_type=track_type_int, + user=event.participant, + user_metadata=event.participant, + ) ) - ) else: raise TimeoutError( f"Timeout waiting for pending track: {track_type_int} ({expected_kind}) from user {user_id}, " diff --git a/plugins/openai/vision_agents/plugins/openai/openai_realtime.py b/plugins/openai/vision_agents/plugins/openai/openai_realtime.py index 47a9c65b..e2773c93 100644 --- a/plugins/openai/vision_agents/plugins/openai/openai_realtime.py +++ b/plugins/openai/vision_agents/plugins/openai/openai_realtime.py @@ -233,7 +233,7 @@ async def _handle_openai_event(self, event: dict) -> None: elif et == "input_audio_buffer.speech_started": # Validate event but don't need to store it InputAudioBufferSpeechStartedEvent.model_validate(event) - await self.output_track.flush() + # await self.output_track.flush() elif et == "response.output_item.added": # Check if this is a function call item = event.get("item", {}) diff --git a/plugins/openai/vision_agents/plugins/openai/rtc_manager.py b/plugins/openai/vision_agents/plugins/openai/rtc_manager.py index 4ddc735c..300d0791 100644 --- a/plugins/openai/vision_agents/plugins/openai/rtc_manager.py +++ b/plugins/openai/vision_agents/plugins/openai/rtc_manager.py @@ -132,21 +132,14 @@ def __init__( async def start(self) -> None: if self._started: + logger.warning(f"rtc manager already started", stack_info=True) return - if self._shared_forwarder is not None: - # Use the shared forwarder - self._forwarder = self._shared_forwarder - logger.info(f"🎥 OpenAI using shared VideoForwarder at {self._fps} FPS") - else: - # Create our own VideoForwarder with the input source track (legacy behavior) - self._forwarder = VideoForwarder( - self._source_track, # type: ignore[arg-type] - max_buffer=5, - fps=self._fps, - ) - await self._forwarder.start() + if self._shared_forwarder is None: + raise RuntimeError("self._shared_forwarder is None, something is very wrong") + self._forwarder = self._shared_forwarder + logger.info(f"🎥 OpenAI using shared VideoForwarder at {self._fps} FPS") self._started = True async def recv(self): @@ -653,12 +646,10 @@ async def _reader(): async def _handle_event(self, event: dict) -> None: """Minimal event handler for data channel messages.""" + print(f"_handle_event {event['type']}") cb = self._event_callback if cb is not None: - try: - await cb(event) - except Exception as e: - logger.error(f"Event callback error: {e}") + await cb(event) # Store session information when we receive session.created event # FIXME Typing From 54b83d7ff36a133c9cdae6de71f16122593ec580 Mon Sep 17 00:00:00 2001 From: Tommaso Barbugli Date: Mon, 20 Oct 2025 20:19:07 +0200 Subject: [PATCH 23/25] message id --- agents-core/vision_agents/core/agents/agents.py | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/agents-core/vision_agents/core/agents/agents.py b/agents-core/vision_agents/core/agents/agents.py index a09c5b36..ef341234 100644 --- a/agents-core/vision_agents/core/agents/agents.py +++ b/agents-core/vision_agents/core/agents/agents.py @@ -254,8 +254,7 @@ async def on_stt_transcript_event_sync_conversation(event: STTTranscriptEvent): user_id = event.user_id() or "user" await self.conversation.upsert_message( - # TODO: FIX THIS, IT IS INCREDIBLY WRONG! - message_id="stt-" + user_id, + message_id=str(uuid.uuid4()), role="user", user_id=user_id, content=event.text or "", From 63c63528603eb539daba545b4b1cdab8acecf9ad Mon Sep 17 00:00:00 2001 From: Tommaso Barbugli Date: Mon, 20 Oct 2025 20:29:38 +0200 Subject: [PATCH 24/25] fix test --- plugins/deepgram/pyproject.toml | 2 +- plugins/deepgram/tests/test_stt.py | 63 ++++++++++++++++++++---------- plugins/silero/pyproject.toml | 2 +- plugins/silero/tests/test_vad.py | 45 ++++++++++++++++----- uv.lock | 8 ++-- 5 files changed, 84 insertions(+), 36 deletions(-) diff --git a/plugins/deepgram/pyproject.toml b/plugins/deepgram/pyproject.toml index d0d3241f..066e1fa3 100644 --- a/plugins/deepgram/pyproject.toml +++ b/plugins/deepgram/pyproject.toml @@ -39,6 +39,6 @@ dev = [ "pytest>=8.4.1", "pytest-asyncio>=1.0.0", "soundfile>=0.13.1", - "torchaudio>=2.7.1", + "torchvision>=0.20.0", "scipy>=1.15.3,<1.16", ] diff --git a/plugins/deepgram/tests/test_stt.py b/plugins/deepgram/tests/test_stt.py index 88cec39b..abdeef80 100644 --- a/plugins/deepgram/tests/test_stt.py +++ b/plugins/deepgram/tests/test_stt.py @@ -15,6 +15,7 @@ ListenV1ResultsMetadata, ) from getstream.video.rtc.track_util import PcmData +from torchvision.io.video import av from vision_agents.core.stt.events import ( STTErrorEvent, STTPartialTranscriptEvent, @@ -142,22 +143,34 @@ def mia_metadata(): @pytest.fixture def audio_data(mia_mp3_path): """Load and prepare the audio data for testing.""" - import numpy as np - import torch - import torchaudio from scipy import signal - # Load the mp3 file - waveform, original_sample_rate = torchaudio.load(mia_mp3_path) - - # Convert to mono if stereo - if waveform.shape[0] > 1: - waveform = torch.mean(waveform, dim=0, keepdim=True) - - # Convert to numpy array - data = waveform.numpy().squeeze() - - # Resample to 16kHz if needed (Deepgram's preferred rate) + # Load the mp3 file using PyAV + container = av.open(mia_mp3_path) + audio_stream = container.streams.audio[0] + original_sample_rate = audio_stream.sample_rate + + # Read all audio frames + samples = [] + for frame in container.decode(audio_stream): + # Convert to numpy array + frame_array = frame.to_ndarray() + if len(frame_array.shape) > 1: + # Convert stereo to mono by averaging channels + frame_array = np.mean(frame_array, axis=0) + samples.append(frame_array) + + # Concatenate all samples + data = np.concatenate(samples) + container.close() + + # Convert to float32 if needed + if data.dtype == np.int16: + data = data.astype(np.float32) / 32768.0 + elif data.dtype == np.int32: + data = data.astype(np.float32) / 2147483648.0 + + # Resample to 48kHz if needed (Deepgram's preferred rate) target_sample_rate = 48000 if original_sample_rate != target_sample_rate: number_of_samples = round( @@ -439,8 +452,11 @@ async def mock_send_control(message: ListenV1ControlMessage): ) assert close_message.type == "CloseStream" + @pytest.mark.asyncio -@patch("vision_agents.plugins.deepgram.stt.AsyncDeepgramClient", MockAsyncDeepgramClient) +@patch( + "vision_agents.plugins.deepgram.stt.AsyncDeepgramClient", MockAsyncDeepgramClient +) async def test_real_time_transcript_emission(): """ Test that transcripts are emitted in real-time without needing a second audio chunk. @@ -504,7 +520,9 @@ async def on_error(event: STTErrorEvent): @pytest.mark.asyncio -@patch("vision_agents.plugins.deepgram.stt.AsyncDeepgramClient", MockAsyncDeepgramClient) +@patch( + "vision_agents.plugins.deepgram.stt.AsyncDeepgramClient", MockAsyncDeepgramClient +) async def test_real_time_partial_transcript_emission(): """ Test that partial transcripts are emitted in real-time. @@ -576,7 +594,9 @@ async def on_partial_transcript(event: STTPartialTranscriptEvent): @pytest.mark.asyncio -@patch("vision_agents.plugins.deepgram.stt.AsyncDeepgramClient", MockAsyncDeepgramClient) +@patch( + "vision_agents.plugins.deepgram.stt.AsyncDeepgramClient", MockAsyncDeepgramClient +) async def test_real_time_error_emission(): """ Test that errors are emitted in real-time. @@ -618,7 +638,9 @@ async def on_error(event: STTErrorEvent): @pytest.mark.asyncio -@patch("vision_agents.plugins.deepgram.stt.AsyncDeepgramClient", MockAsyncDeepgramClient) +@patch( + "vision_agents.plugins.deepgram.stt.AsyncDeepgramClient", MockAsyncDeepgramClient +) async def test_close_cleanup(): """ Test that the STT service is properly closed and cleaned up. @@ -657,7 +679,9 @@ async def on_transcript(event: STTTranscriptEvent): @pytest.mark.asyncio -@patch("vision_agents.plugins.deepgram.stt.AsyncDeepgramClient", MockAsyncDeepgramClient) +@patch( + "vision_agents.plugins.deepgram.stt.AsyncDeepgramClient", MockAsyncDeepgramClient +) async def test_asynchronous_mode_behavior(): """ Test that Deepgram operates in asynchronous mode: @@ -703,7 +727,6 @@ async def on_transcript(event: STTTranscriptEvent): await stt.close() - @pytest.mark.integration @pytest.mark.asyncio async def test_deepgram_with_real_api_keep_alive(): diff --git a/plugins/silero/pyproject.toml b/plugins/silero/pyproject.toml index ed9e1dea..f2488ca9 100644 --- a/plugins/silero/pyproject.toml +++ b/plugins/silero/pyproject.toml @@ -36,6 +36,6 @@ dev = [ "pytest>=8.4.1", "pytest-asyncio>=1.0.0", "soundfile>=0.13.1", - "torchaudio>=2.7.1", + "torchvision>=0.20.0", "scipy>=1.15.3,<1.16", ] diff --git a/plugins/silero/tests/test_vad.py b/plugins/silero/tests/test_vad.py index 67d3d167..e2b31043 100644 --- a/plugins/silero/tests/test_vad.py +++ b/plugins/silero/tests/test_vad.py @@ -6,7 +6,7 @@ import numpy as np import pytest import soundfile as sf -import torchaudio +from torchvision.io.video import av from typing import List, Dict, Any, Optional from vision_agents.plugins import silero @@ -44,9 +44,34 @@ def mia_wav_path(mia_mp3_path): fd, wav_path = tempfile.mkstemp(suffix=".wav") os.close(fd) - # Convert mp3 to wav using torchaudio - waveform, sample_rate = torchaudio.load(mia_mp3_path) - torchaudio.save(wav_path, waveform, sample_rate) + # Convert mp3 to wav using PyAV + container = av.open(mia_mp3_path) + audio_stream = container.streams.audio[0] + sample_rate = audio_stream.sample_rate + + # Read all audio frames + samples = [] + for frame in container.decode(audio_stream): + # Convert to numpy array + frame_array = frame.to_ndarray() + if len(frame_array.shape) > 1: + # Convert stereo to mono by averaging channels + frame_array = np.mean(frame_array, axis=0) + samples.append(frame_array) + + # Concatenate all samples + audio_data = np.concatenate(samples) + + # Convert to float32 for soundfile (it expects values between -1.0 and 1.0) + if audio_data.dtype == np.int16: + audio_data = audio_data.astype(np.float32) / 32768.0 + elif audio_data.dtype == np.int32: + audio_data = audio_data.astype(np.float32) / 2147483648.0 + + container.close() + + # Save as wav using soundfile + sf.write(wav_path, audio_data, sample_rate) yield wav_path @@ -446,19 +471,19 @@ async def test_silence_no_turns(): async def on_audio(event: VADAudioEvent): nonlocal audio_event_fired audio_event_fired = True - duration_sec = (event.duration_ms / 1000.0) if event.duration_ms is not None else 0.0 - logger.info( - f"Audio event detected on silence! Duration: {duration_sec:.2f}s" + duration_sec = ( + (event.duration_ms / 1000.0) if event.duration_ms is not None else 0.0 ) + logger.info(f"Audio event detected on silence! Duration: {duration_sec:.2f}s") @vad.events.subscribe async def on_partial(event: VADPartialEvent): nonlocal partial_event_fired partial_event_fired = True - duration_sec = (event.duration_ms / 1000.0) if event.duration_ms is not None else 0.0 - logger.info( - f"Partial event detected on silence! Duration: {duration_sec:.2f}s" + duration_sec = ( + (event.duration_ms / 1000.0) if event.duration_ms is not None else 0.0 ) + logger.info(f"Partial event detected on silence! Duration: {duration_sec:.2f}s") # Process the silence in chunks to simulate streaming chunk_size = 512 diff --git a/uv.lock b/uv.lock index 2f598f41..59b20cb8 100644 --- a/uv.lock +++ b/uv.lock @@ -5940,7 +5940,7 @@ dev = [ { name = "pytest-asyncio" }, { name = "scipy" }, { name = "soundfile" }, - { name = "torchaudio" }, + { name = "torchvision" }, ] [package.metadata] @@ -5956,7 +5956,7 @@ dev = [ { name = "pytest-asyncio", specifier = ">=1.0.0" }, { name = "scipy", specifier = ">=1.15.3,<1.16" }, { name = "soundfile", specifier = ">=0.13.1" }, - { name = "torchaudio", specifier = ">=2.7.1" }, + { name = "torchvision", specifier = ">=0.20.0" }, ] [[package]] @@ -6169,7 +6169,7 @@ dev = [ { name = "pytest-asyncio" }, { name = "scipy" }, { name = "soundfile" }, - { name = "torchaudio" }, + { name = "torchvision" }, ] [package.metadata] @@ -6186,7 +6186,7 @@ dev = [ { name = "pytest-asyncio", specifier = ">=1.0.0" }, { name = "scipy", specifier = ">=1.15.3,<1.16" }, { name = "soundfile", specifier = ">=0.13.1" }, - { name = "torchaudio", specifier = ">=2.7.1" }, + { name = "torchvision", specifier = ">=0.20.0" }, ] [[package]] From 0412f111970395b1165af5b2a99695f3c8f7bcb4 Mon Sep 17 00:00:00 2001 From: Tommaso Barbugli Date: Mon, 20 Oct 2025 20:32:28 +0200 Subject: [PATCH 25/25] ruffit --- plugins/openai/vision_agents/plugins/openai/rtc_manager.py | 6 ++++-- 1 file changed, 4 insertions(+), 2 deletions(-) diff --git a/plugins/openai/vision_agents/plugins/openai/rtc_manager.py b/plugins/openai/vision_agents/plugins/openai/rtc_manager.py index 300d0791..e9457b6d 100644 --- a/plugins/openai/vision_agents/plugins/openai/rtc_manager.py +++ b/plugins/openai/vision_agents/plugins/openai/rtc_manager.py @@ -132,11 +132,13 @@ def __init__( async def start(self) -> None: if self._started: - logger.warning(f"rtc manager already started", stack_info=True) + logger.warning("rtc manager already started", stack_info=True) return if self._shared_forwarder is None: - raise RuntimeError("self._shared_forwarder is None, something is very wrong") + raise RuntimeError( + "self._shared_forwarder is None, something is very wrong" + ) self._forwarder = self._shared_forwarder logger.info(f"🎥 OpenAI using shared VideoForwarder at {self._fps} FPS")