diff --git a/backend/.env.example b/backend/.env.example index c8587fcb..9f381eea 100644 --- a/backend/.env.example +++ b/backend/.env.example @@ -1,7 +1,22 @@ -SUPABASE_URL= -SUPABASE_SERVICE_ROLE_KEY= +# API Configuration +# PORT=8000 +# CORS_ORIGINS=http://localhost:3000 -CORS_ORIGINS=http://localhost:3000 -GITHUB_TOKEN= +# SUPABASE_URL= +# SUPABASE_SERVICE_ROLE_KEY= DISCORD_BOT_TOKEN= +# ENABLE_DISCORD_BOT=true + +# EMBEDDING_MODEL=BAAI/bge-small-en-v1.5 +# EMBEDDING_MAX_BATCH_SIZE=32 +# EMBEDDING_DEVICE=cpu + +GEMINI_API_KEY= +TAVILY_API_KEY= + +# Langsmith +LANGSMITH_TRACING= +LANGSMITH_ENDPOINT= +LANGSMITH_API_KEY= +LANGSMITH_PROJECT= \ No newline at end of file diff --git a/backend/app/agents/__init__.py b/backend/app/agents/__init__.py new file mode 100644 index 00000000..f846d24e --- /dev/null +++ b/backend/app/agents/__init__.py @@ -0,0 +1,10 @@ +from .devrel.agent import DevRelAgent +from .shared.base_agent import BaseAgent, AgentState +from .shared.classification_router import ClassificationRouter + +__all__ = [ + "DevRelAgent", + "BaseAgent", + "AgentState", + "ClassificationRouter" +] diff --git a/backend/bots/discord_bot/__init__.py b/backend/app/agents/devrel/__init__.py similarity index 100% rename from backend/bots/discord_bot/__init__.py rename to backend/app/agents/devrel/__init__.py diff --git a/backend/app/agents/devrel/agent.py b/backend/app/agents/devrel/agent.py new file mode 100644 index 00000000..d13a521e --- /dev/null +++ b/backend/app/agents/devrel/agent.py @@ -0,0 +1,100 @@ +import logging +from typing import Dict, Any +from functools import partial +from langgraph.graph import StateGraph, END +from langchain_google_genai import ChatGoogleGenerativeAI +from ..shared.base_agent import BaseAgent, AgentState +from ..shared.classification_router import MessageCategory +from .tools.search_tool import TavilySearchTool +from .tools.faq_tool import FAQTool +from app.core.config import settings +from .nodes.gather_context_node import gather_context_node +from .nodes.handle_faq_node import handle_faq_node +from .nodes.handle_web_search_node import handle_web_search_node +from .nodes.handle_technical_support_node import handle_technical_support_node +from .nodes.handle_onboarding_node import handle_onboarding_node +from .nodes.generate_response_node import generate_response_node + +logger = logging.getLogger(__name__) + +class DevRelAgent(BaseAgent): + """DevRel LangGraph Agent for community support and engagement""" + + def __init__(self, config: Dict[str, Any] = None): + self.config = config or {} + self.llm = ChatGoogleGenerativeAI( + model=settings.devrel_agent_model, + temperature=0.3, + google_api_key=settings.gemini_api_key + ) + self.search_tool = TavilySearchTool() + self.faq_tool = FAQTool() + super().__init__("DevRelAgent", self.config) + + def _build_graph(self): + """Build the DevRel agent workflow graph""" + workflow = StateGraph(AgentState) + + # Add nodes + workflow.add_node("gather_context", gather_context_node) + workflow.add_node("handle_faq", partial(handle_faq_node, faq_tool=self.faq_tool)) + workflow.add_node("handle_web_search", partial( + handle_web_search_node, search_tool=self.search_tool, llm=self.llm)) + workflow.add_node("handle_technical_support", handle_technical_support_node) + workflow.add_node("handle_onboarding", handle_onboarding_node) + workflow.add_node("generate_response", partial(generate_response_node, llm=self.llm)) + + # Add edges + workflow.add_conditional_edges( + "gather_context", + self._route_to_handler, + { + MessageCategory.FAQ: "handle_faq", + MessageCategory.WEB_SEARCH: "handle_web_search", + MessageCategory.ONBOARDING: "handle_onboarding", + MessageCategory.TECHNICAL_SUPPORT: "handle_technical_support", + MessageCategory.COMMUNITY_ENGAGEMENT: "handle_technical_support", + MessageCategory.DOCUMENTATION: "handle_technical_support", + MessageCategory.BUG_REPORT: "handle_technical_support", + MessageCategory.FEATURE_REQUEST: "handle_technical_support", + MessageCategory.NOT_DEVREL: "handle_technical_support" + } + ) + + # All handlers lead to response generation + for node in ["handle_faq", "handle_web_search", "handle_technical_support", "handle_onboarding"]: + workflow.add_edge(node, "generate_response") + + workflow.add_edge("generate_response", END) + + # Set entry point + workflow.set_entry_point("gather_context") + + self.graph = workflow.compile() + + def _route_to_handler(self, state: AgentState) -> str: + """Route to the appropriate handler based on intent""" + classification = state.context.get("classification", {}) + intent = classification.get("category") + + if isinstance(intent, str): + try: + intent = MessageCategory(intent.lower()) + except ValueError: + logger.warning(f"Unknown intent string '{intent}', defaulting to TECHNICAL_SUPPORT") + intent = MessageCategory.TECHNICAL_SUPPORT + + logger.info(f"Routing based on intent: {intent} for session {state.session_id}") + + # Mapping from MessageCategory enum to string keys used in add_conditional_edges + if intent in [MessageCategory.FAQ, MessageCategory.WEB_SEARCH, + MessageCategory.ONBOARDING, MessageCategory.TECHNICAL_SUPPORT, + MessageCategory.COMMUNITY_ENGAGEMENT, MessageCategory.DOCUMENTATION, + MessageCategory.BUG_REPORT, MessageCategory.FEATURE_REQUEST, + MessageCategory.NOT_DEVREL]: + logger.info(f"Routing to handler for: {intent}") + return intent + + # Later to be changed to handle anomalies + logger.info(f"Unknown intent '{intent}', routing to technical support") + return MessageCategory.TECHNICAL_SUPPORT diff --git a/backend/app/agents/devrel/nodes/__init__.py b/backend/app/agents/devrel/nodes/__init__.py new file mode 100644 index 00000000..e69de29b diff --git a/backend/app/agents/devrel/nodes/community.py b/backend/app/agents/devrel/nodes/community.py new file mode 100644 index 00000000..e69de29b diff --git a/backend/app/agents/devrel/nodes/gather_context_node.py b/backend/app/agents/devrel/nodes/gather_context_node.py new file mode 100644 index 00000000..c54e731e --- /dev/null +++ b/backend/app/agents/devrel/nodes/gather_context_node.py @@ -0,0 +1,22 @@ +import logging +from app.agents.shared.state import AgentState +from app.agents.shared.classification_router import MessageCategory + +logger = logging.getLogger(__name__) + +async def gather_context_node(state: AgentState) -> AgentState: + """Gather additional context for the user and their request""" + logger.info(f"Gathering context for session {state.session_id}") + + # TODO: Add context gathering from databases + # Currently, context is simple + # In production, query databases for user history, etc. + context_data = { + "user_profile": {"user_id": state.user_id, "platform": state.platform}, + "conversation_context": len(state.messages), + "session_info": {"session_id": state.session_id} + } + + state.context.update(context_data) + state.current_task = "context_gathered" + return state diff --git a/backend/app/agents/devrel/nodes/generate_response_node.py b/backend/app/agents/devrel/nodes/generate_response_node.py new file mode 100644 index 00000000..7a974f63 --- /dev/null +++ b/backend/app/agents/devrel/nodes/generate_response_node.py @@ -0,0 +1,76 @@ +import logging +from typing import Dict, Any +from app.agents.shared.state import AgentState +from langchain_core.messages import HumanMessage +from ..prompts.base_prompt import GENERAL_LLM_RESPONSE_PROMPT + +logger = logging.getLogger(__name__) + +async def _create_search_response(task_result: Dict[str, Any]) -> str: + """Create a response string from search results.""" + query = task_result.get("query") + results = task_result.get("results", []) + if not results: + return f"I couldn't find any information for '{query}'. You might want to try rephrasing your search." + + response_parts = [f"Here's what I found for '{query}':"] + for i, result in enumerate(results[:3]): + title = result.get('title', 'N/A') + snippet = result.get('snippet', 'N/A') + url = result.get('url', '#') + result_line = f"{i+1}. {title}: {snippet}" + response_parts.append(result_line) + response_parts.append(f" (Source: {url})") + response_parts.append("You can ask me to search again with a different query if these aren't helpful.") + return "\n".join(response_parts) + +async def _create_llm_response(state: AgentState, task_result: Dict[str, Any], llm) -> str: + """Generate a response using the LLM based on the current state and task result.""" + logger.info(f"Creating LLM response for session {state.session_id}") + + latest_message = "" + if state.messages: + latest_message = state.messages[-1].get("content", "") + elif state.context.get("original_message"): + latest_message = state.context["original_message"] + + conversation_history_str = "\n".join([ + f"{msg.get('type', 'unknown')}: {msg.get('content', '')}" + for msg in state.conversation_history[-5:] + ]) + current_context_str = str(state.context) + task_type_str = str(task_result.get("type", "N/A")) + task_details_str = str(task_result) + + try: + prompt = GENERAL_LLM_RESPONSE_PROMPT.format( + latest_message=latest_message, + conversation_history=conversation_history_str, + current_context=current_context_str, + task_type=task_type_str, + task_details=task_details_str + ) + except KeyError as e: + logger.error(f"Missing key in GENERAL_LLM_RESPONSE_PROMPT: {e}") + return "Error: Response template formatting error." + + response = await llm.ainvoke([HumanMessage(content=prompt)]) + return response.content.strip() + +async def generate_response_node(state: AgentState, llm) -> AgentState: + """Generate final response to user""" + logger.info(f"Generating response for session {state.session_id}") + task_result = state.task_result or {} + + if task_result.get("type") == "faq": + state.final_response = task_result.get("response", "I don't have a specific answer for that question.") + elif task_result.get("type") == "web_search": + response = await _create_search_response(task_result) + state.final_response = response + else: + # Pass the llm instance to _create_llm_response + response = await _create_llm_response(state, task_result, llm) + state.final_response = response + + state.current_task = "response_generated" + return state diff --git a/backend/app/agents/devrel/nodes/handle_faq_node.py b/backend/app/agents/devrel/nodes/handle_faq_node.py new file mode 100644 index 00000000..0e50c3b4 --- /dev/null +++ b/backend/app/agents/devrel/nodes/handle_faq_node.py @@ -0,0 +1,26 @@ +import logging +from app.agents.shared.state import AgentState + +logger = logging.getLogger(__name__) + +async def handle_faq_node(state: AgentState, faq_tool) -> AgentState: + """Handle FAQ requests""" + logger.info(f"Handling FAQ for session {state.session_id}") + + latest_message = "" + if state.messages: + latest_message = state.messages[-1].get("content", "") + elif state.context.get("original_message"): + latest_message = state.context["original_message"] + + # faq_tool will be passed from the agent, similar to llm for classify_intent + faq_response = await faq_tool.get_response(latest_message) + + state.task_result = { + "type": "faq", + "response": faq_response, + "source": "faq_database" + } + + state.current_task = "faq_handled" + return state diff --git a/backend/app/agents/devrel/nodes/handle_onboarding_node.py b/backend/app/agents/devrel/nodes/handle_onboarding_node.py new file mode 100644 index 00000000..cfe9d309 --- /dev/null +++ b/backend/app/agents/devrel/nodes/handle_onboarding_node.py @@ -0,0 +1,17 @@ +import logging +from app.agents.shared.state import AgentState + +logger = logging.getLogger(__name__) + +async def handle_onboarding_node(state: AgentState) -> AgentState: + """Handle onboarding requests""" + logger.info(f"Handling onboarding for session {state.session_id}") + + state.task_result = { + "type": "onboarding", + "action": "welcome_and_guide", + "next_steps": ["setup_environment", "first_contribution", "join_community"] + } + + state.current_task = "onboarding_handled" + return state diff --git a/backend/app/agents/devrel/nodes/handle_technical_support_node.py b/backend/app/agents/devrel/nodes/handle_technical_support_node.py new file mode 100644 index 00000000..7a5ef435 --- /dev/null +++ b/backend/app/agents/devrel/nodes/handle_technical_support_node.py @@ -0,0 +1,17 @@ +import logging +from app.agents.shared.state import AgentState + +logger = logging.getLogger(__name__) + +async def handle_technical_support_node(state: AgentState) -> AgentState: + """Handle technical support requests""" + logger.info(f"Handling technical support for session {state.session_id}") + + state.task_result = { + "type": "technical_support", + "action": "provide_guidance", + "requires_human_review": False + } + + state.current_task = "technical_support_handled" + return state diff --git a/backend/app/agents/devrel/nodes/handle_web_search_node.py b/backend/app/agents/devrel/nodes/handle_web_search_node.py new file mode 100644 index 00000000..4bbf3c51 --- /dev/null +++ b/backend/app/agents/devrel/nodes/handle_web_search_node.py @@ -0,0 +1,42 @@ +import logging +from app.agents.shared.state import AgentState +from langchain_core.messages import HumanMessage +from ..prompts.search_prompt import EXTRACT_SEARCH_QUERY_PROMPT + +logger = logging.getLogger(__name__) + +async def _extract_search_query(message: str, llm) -> str: + """Extract a concise search query from the user's message.""" + logger.info(f"Extracting search query from: {message[:100]}") + try: + prompt = EXTRACT_SEARCH_QUERY_PROMPT.format(message=message) + except KeyError as e: + logger.error(f"Missing key in EXTRACT_SEARCH_QUERY_PROMPT: {e}") + return message # Fallback + response = await llm.ainvoke([HumanMessage(content=prompt)]) + search_query = response.content.strip() + logger.info(f"Extracted search query: {search_query}") + return search_query + +async def handle_web_search_node(state: AgentState, search_tool, llm) -> AgentState: + """Handle web search requests""" + logger.info(f"Handling web search for session {state.session_id}") + + latest_message = "" + if state.messages: + latest_message = state.messages[-1].get("content", "") + elif state.context.get("original_message"): + latest_message = state.context["original_message"] + + search_query = await _extract_search_query(latest_message, llm) + search_results = await search_tool.search(search_query) + + state.task_result = { + "type": "web_search", + "query": search_query, + "results": search_results, + "source": "tavily_search" + } + state.tools_used.append("tavily_search") + state.current_task = "web_search_handled" + return state diff --git a/backend/app/agents/devrel/nodes/human_in_loop.py b/backend/app/agents/devrel/nodes/human_in_loop.py new file mode 100644 index 00000000..e69de29b diff --git a/backend/app/agents/devrel/nodes/onboarding.py b/backend/app/agents/devrel/nodes/onboarding.py new file mode 100644 index 00000000..e69de29b diff --git a/backend/app/agents/devrel/nodes/user_support.py b/backend/app/agents/devrel/nodes/user_support.py new file mode 100644 index 00000000..e69de29b diff --git a/backend/app/agents/devrel/prompts/__init__.py b/backend/app/agents/devrel/prompts/__init__.py new file mode 100644 index 00000000..e69de29b diff --git a/backend/app/agents/devrel/prompts/base_prompt.py b/backend/app/agents/devrel/prompts/base_prompt.py new file mode 100644 index 00000000..fad9169d --- /dev/null +++ b/backend/app/agents/devrel/prompts/base_prompt.py @@ -0,0 +1,16 @@ +GENERAL_LLM_RESPONSE_PROMPT = ( + "You are a helpful DevRel assistant. " + "Your goal is to assist users with their technical questions, onboarding, and community engagement.\n\n" + "User's message: \"{latest_message}\"\n" + "Conversation history (last 5): \n" + "{conversation_history}\n\n" + "Current context:\n" + "{current_context}\n\n" + "Task that was just handled: {task_type}\n" + "Details of task result: \n" + "{task_details}\n\n" + "Based on all this information, provide a helpful and concise response.\n" + "If the task was 'technical_support' and no specific solution was found, offer to escalate or suggest resources.\n" + "If the task was 'onboarding', provide welcoming and guiding information.\n" + "Response: " +) diff --git a/backend/app/agents/devrel/prompts/community_prompt.py b/backend/app/agents/devrel/prompts/community_prompt.py new file mode 100644 index 00000000..e69de29b diff --git a/backend/app/agents/devrel/prompts/onboarding_prompt.py b/backend/app/agents/devrel/prompts/onboarding_prompt.py new file mode 100644 index 00000000..e69de29b diff --git a/backend/app/agents/devrel/prompts/search_prompt.py b/backend/app/agents/devrel/prompts/search_prompt.py new file mode 100644 index 00000000..7b04c931 --- /dev/null +++ b/backend/app/agents/devrel/prompts/search_prompt.py @@ -0,0 +1,4 @@ +EXTRACT_SEARCH_QUERY_PROMPT = """Extract the core search query from the following user message. +User Message: "{message}" +Focus on the main topic or question. Be concise. +Search Query: """ diff --git a/backend/app/agents/devrel/prompts/support_prompt.py b/backend/app/agents/devrel/prompts/support_prompt.py new file mode 100644 index 00000000..e69de29b diff --git a/backend/app/agents/devrel/state.py b/backend/app/agents/devrel/state.py new file mode 100644 index 00000000..8bf2290b --- /dev/null +++ b/backend/app/agents/devrel/state.py @@ -0,0 +1 @@ +# Placeholder to enhance ..shared/state.py if required diff --git a/backend/app/agents/devrel/tools/__init__.py b/backend/app/agents/devrel/tools/__init__.py new file mode 100644 index 00000000..e69de29b diff --git a/backend/app/agents/devrel/tools/faq_tool.py b/backend/app/agents/devrel/tools/faq_tool.py new file mode 100644 index 00000000..df331a5a --- /dev/null +++ b/backend/app/agents/devrel/tools/faq_tool.py @@ -0,0 +1,44 @@ +import logging +from typing import Optional + +logger = logging.getLogger(__name__) + +class FAQTool: + """FAQ handling tool""" + + # TODO: Add FAQ responses from a database to refer organization's FAQ and Repo's FAQ + + def __init__(self): + self.faq_responses = { + "what is devr.ai": "Devr.AI is an AI-powered Developer Relations assistant that helps open-source communities by automating engagement, issue tracking, and providing intelligent support to developers.", + "how do i contribute": "You can contribute by visiting our GitHub repository, checking open issues, and submitting pull requests. We welcome all types of contributions including code, documentation, and bug reports.", + "what platforms does devr.ai support": "Devr.AI integrates with Discord, Slack, GitHub, and can be extended to other platforms. We use these integrations to provide seamless developer support across multiple channels.", + "who maintains devr.ai": "Devr.AI is maintained by an open-source community of developers passionate about improving developer relations and community engagement.", + "how do i report a bug": "You can report a bug by opening an issue on our GitHub repository. Please include detailed information about the bug, steps to reproduce it, and your environment.", + "how to get started": "To get started with Devr.AI: 1) Check our documentation, 2) Join our Discord community, 3) Explore the GitHub repository, 4) Try contributing to open issues.", + "what is langgraph": "LangGraph is a framework for building stateful, multi-actor applications with large language models. We use it to create intelligent agent workflows for our DevRel automation." + } + + async def get_response(self, question: str) -> Optional[str]: + """Get FAQ response for a question""" + question_lower = question.lower().strip() + + # Direct match + if question_lower in self.faq_responses: + return self.faq_responses[question_lower] + + # Fuzzy matching + for faq_key, response in self.faq_responses.items(): + if self._is_similar_question(question_lower, faq_key): + return response + + return None + + def _is_similar_question(self, question: str, faq_key: str) -> bool: + """Check if question is similar to FAQ key""" + # Simple keyword matching - in production, use better similarity + question_words = set(question.split()) + faq_words = set(faq_key.split()) + + common_words = question_words.intersection(faq_words) + return len(common_words) >= 2 # At least 2 common words diff --git a/backend/app/agents/devrel/tools/github_query.py b/backend/app/agents/devrel/tools/github_query.py new file mode 100644 index 00000000..e69de29b diff --git a/backend/app/agents/devrel/tools/search_tool.py b/backend/app/agents/devrel/tools/search_tool.py new file mode 100644 index 00000000..99fe7139 --- /dev/null +++ b/backend/app/agents/devrel/tools/search_tool.py @@ -0,0 +1,52 @@ +import asyncio +import logging +from typing import List, Dict, Any +from tavily import TavilyClient +from app.core.config import settings +from langsmith import traceable + +logger = logging.getLogger(__name__) + +class TavilySearchTool: + """Tavily web search integration""" + + def __init__(self): + self.client = TavilyClient(api_key=settings.tavily_api_key) if settings.tavily_api_key else None + + @traceable(name="tavily_search_tool", run_type="tool") + async def search(self, query: str, max_results: int = 5) -> List[Dict[str, Any]]: + """Perform web search using Tavily""" + try: + if not self.client: + logger.warning("Tavily API key not configured") + return [] + + response = await asyncio.to_thread( + self.client.search, + query=query, + search_depth="basic", + max_results=max_results + ) + + results = [] + for result in response.get("results", []): + results.append({ + "title": result.get("title", ""), + "content": result.get("content", ""), + "url": result.get("url", ""), + "score": result.get("score", 0) + }) + + logger.info( + "Search for '%s' returned %d results", + query, + len(results) + ) + return results + + except AttributeError as e: + logger.error("Tavily client not initialized: %s", str(e)) + return [] + except (ConnectionError, TimeoutError) as e: + logger.error("Network error during search: %s", str(e)) + return [] diff --git a/backend/app/agents/devrel/tools/user_lookup.py b/backend/app/agents/devrel/tools/user_lookup.py new file mode 100644 index 00000000..e69de29b diff --git a/backend/app/agents/github/__init__.py b/backend/app/agents/github/__init__.py new file mode 100644 index 00000000..e69de29b diff --git a/backend/app/agents/github/agent.py b/backend/app/agents/github/agent.py new file mode 100644 index 00000000..e69de29b diff --git a/backend/app/agents/github/nodes/__init__.py b/backend/app/agents/github/nodes/__init__.py new file mode 100644 index 00000000..e69de29b diff --git a/backend/app/agents/github/nodes/issue_manager.py b/backend/app/agents/github/nodes/issue_manager.py new file mode 100644 index 00000000..e69de29b diff --git a/backend/app/agents/github/nodes/pr_manager.py b/backend/app/agents/github/nodes/pr_manager.py new file mode 100644 index 00000000..e69de29b diff --git a/backend/app/agents/github/nodes/webhook_processor.py b/backend/app/agents/github/nodes/webhook_processor.py new file mode 100644 index 00000000..e69de29b diff --git a/backend/app/agents/github/state.py b/backend/app/agents/github/state.py new file mode 100644 index 00000000..e69de29b diff --git a/backend/app/agents/github/tools/__init__.py b/backend/app/agents/github/tools/__init__.py new file mode 100644 index 00000000..e69de29b diff --git a/backend/app/agents/github/tools/code_chunker.py b/backend/app/agents/github/tools/code_chunker.py new file mode 100644 index 00000000..e69de29b diff --git a/backend/app/agents/github/tools/repo_analyzer.py b/backend/app/agents/github/tools/repo_analyzer.py new file mode 100644 index 00000000..e69de29b diff --git a/backend/app/agents/github/tools/user_profiler.py b/backend/app/agents/github/tools/user_profiler.py new file mode 100644 index 00000000..e69de29b diff --git a/backend/app/agents/shared/__init__.py b/backend/app/agents/shared/__init__.py new file mode 100644 index 00000000..e69de29b diff --git a/backend/app/agents/shared/base_agent.py b/backend/app/agents/shared/base_agent.py new file mode 100644 index 00000000..4217dcd2 --- /dev/null +++ b/backend/app/agents/shared/base_agent.py @@ -0,0 +1,48 @@ +from typing import Dict, Any, AsyncGenerator +from abc import ABC, abstractmethod +import logging +from .state import AgentState + +logger = logging.getLogger(__name__) + +class BaseAgent(ABC): + """Base class for all LangGraph agents""" + + def __init__(self, agent_name: str, config: Dict[str, Any]): + self.agent_name = agent_name + self.config = config + self.graph = None + self._build_graph() + + @abstractmethod + def _build_graph(self): + """Build the LangGraph workflow - to be implemented by subclasses""" + pass + + async def run(self, initial_state: AgentState) -> AgentState: + """Execute the agent workflow""" + try: + logger.info("Starting %s for session %s", self.agent_name, initial_state.session_id) + result = await self.graph.ainvoke(initial_state.model_dump()) + return AgentState(**result) + except AttributeError as e: + logger.error("Graph not properly initialized for %s: %s", self.agent_name, str(e)) + state_dict = initial_state.model_dump() + state_dict['errors'].append(f"Agent initialization error: {str(e)}") + return AgentState(**state_dict) + except Exception as e: + logger.error("Error in %s: %s", self.agent_name, str(e)) + state_dict = initial_state.model_dump() + state_dict['errors'].append(str(e)) + return AgentState(**state_dict) + + async def stream_run(self, initial_state: AgentState) -> AsyncGenerator[Dict[str, Any], None]: + """Stream the agent execution for real-time updates""" + try: + if not self.graph: + raise AttributeError("Graph not properly initialized") + async for step in self.graph.astream(initial_state.model_dump()): + yield step + except Exception as e: + logger.error("Error in %s stream: %s", self.agent_name, str(e)) + yield {"error": str(e)} diff --git a/backend/app/agents/shared/classification_router.py b/backend/app/agents/shared/classification_router.py new file mode 100644 index 00000000..a0fd81b4 --- /dev/null +++ b/backend/app/agents/shared/classification_router.py @@ -0,0 +1,208 @@ +import json +import re +import logging +from typing import Dict, Any, Optional +from enum import Enum +from langchain_google_genai import ChatGoogleGenerativeAI +from langchain_core.prompts import ChatPromptTemplate +from app.core.config import settings +from langsmith import traceable + +logger = logging.getLogger(__name__) + +class MessageCategory(str, Enum): + FAQ = "faq" + TECHNICAL_SUPPORT = "technical_support" + COMMUNITY_ENGAGEMENT = "community_engagement" + DOCUMENTATION = "documentation" + ONBOARDING = "onboarding" + BUG_REPORT = "bug_report" + FEATURE_REQUEST = "feature_request" + WEB_SEARCH = "web_search" + NOT_DEVREL = "not_devrel" + +class DevRelNeed(str, Enum): + HIGH = "high" + MEDIUM = "medium" + LOW = "low" + NONE = "none" + +class ClassificationRouter: + """Enhanced message classification with DevRel assessment""" + + def __init__(self, llm_client=None): + self.llm = llm_client or ChatGoogleGenerativeAI( + model=settings.classification_agent_model, + temperature=0.1, + google_api_key=settings.gemini_api_key + ) + self._setup_prompts() + + def _setup_prompts(self): + self.classification_prompt = ChatPromptTemplate.from_messages([ + ("system", """You are a DevRel assistant classifier. Analyze messages to determine: + 1. Category (FAQ, Technical Support, Community Engagement, Documentation, Onboarding, Bug Report, Feature Request, Web Search, Not DevRel) + 2. DevRel need level (High, Medium, Low, None) + 3. Suggested agent (devrel, github, none) + 4. Priority level (high, medium, low) + + DevRel Intervention Guidelines: + - Technical questions about the project: HIGH + - Onboarding and getting started help: HIGH + - Community discussions and engagement: MEDIUM + - Documentation requests: MEDIUM + - Bug reports and feature requests: MEDIUM + - Developer experience feedback: HIGH + - Web search requests (asking to search for something): HIGH -> WEB_SEARCH + - Off-topic conversations: NONE + + Web Search Indicators: + - "search for", "look up", "find information about" + - "what's the latest", "recent news about" + - "research", "investigate" + + Respond ONLY with valid JSON: + {{ + "category": "category_name", + "needs_devrel": true/false, + "devrel_need_level": "high|medium|low|none", + "suggested_agent": "devrel|github|none", + "priority": "high|medium|low", + "confidence": 0.9, + "reasoning": "brief explanation" + }}"""), + ("human", "Message: {message}\nContext: {context}") + ]) + + @traceable(name="user_intent_classification", run_type="llm") + async def classify_message(self, message: str, context: Dict[str, Any] = None) -> Dict[str, Any]: + """Classify a message and determine if DevRel intervention is needed""" + try: + # Quick pattern matching for obvious cases + quick_result = self._quick_classify(message) + if quick_result: + return quick_result + + # LLM-based classification for complex cases + context_str = str(context) if context else "No additional context" + + response = await self.llm.ainvoke( + self.classification_prompt.format_messages( + message=message, + context=context_str + ) + ) + + # Parse LLM response + return self._parse_llm_response(response.content, message) + + except Exception as e: + logger.error(f"Classification error: {str(e)}") + return self._fallback_classification(message) + + def _quick_classify(self, message: str) -> Optional[Dict[str, Any]]: + """Quick pattern-based classification for obvious cases""" + message_lower = message.lower() + + # Web search patterns + search_patterns = [ + r"search for", r"look up", r"find information about", + r"what's the latest", r"recent news about", r"research", + r"investigate", r"google", r"find out about" + ] + + if any(re.search(pattern, message_lower) for pattern in search_patterns): + return { + "category": MessageCategory.WEB_SEARCH, + "needs_devrel": True, + "devrel_need_level": DevRelNeed.HIGH, + "suggested_agent": "devrel", + "priority": "high", + "confidence": 0.9, + "reasoning": "Web search request pattern match" + } + + # FAQ patterns + faq_patterns = [ + r"what is devr\.?ai", + r"how do i contribute", + r"how to get started", + r"what platforms.*support" + ] + + for pattern in faq_patterns: + if re.search(pattern, message_lower): + return { + "category": MessageCategory.FAQ, + "needs_devrel": True, + "devrel_need_level": DevRelNeed.MEDIUM, + "suggested_agent": "devrel", + "priority": "medium", + "confidence": 0.9, + "reasoning": "FAQ pattern match" + } + + # Bug report patterns + bug_patterns = [ + r"bug", r"error", r"broken", r"not working", r"issue with" + ] + + if any(re.search(pattern, message_lower) for pattern in bug_patterns): + return { + "category": MessageCategory.BUG_REPORT, + "needs_devrel": True, + "devrel_need_level": DevRelNeed.HIGH, + "suggested_agent": "github", + "priority": "high", + "confidence": 0.8, + "reasoning": "Bug report pattern match" + } + + return None + + def _parse_llm_response(self, response: str, original_message: str) -> Dict[str, Any]: + """Parse LLM response""" + try: + # Extract JSON from response + json_start = response.find('{') + json_end = response.rfind('}') + 1 + + if json_start != -1 and json_end != -1: + json_str = response[json_start:json_end] + parsed = json.loads(json_str) + if "category" in parsed: + category_str = parsed["category"].lower() + try: + category_mapping = { + "faq": MessageCategory.FAQ, + "web_search": MessageCategory.WEB_SEARCH, + "onboarding": MessageCategory.ONBOARDING, + "technical_support": MessageCategory.TECHNICAL_SUPPORT, + "community_engagement": MessageCategory.COMMUNITY_ENGAGEMENT, + "documentation": MessageCategory.DOCUMENTATION, + "bug_report": MessageCategory.BUG_REPORT, + "feature_request": MessageCategory.FEATURE_REQUEST, + "not_devrel": MessageCategory.NOT_DEVREL + } + parsed["category"] = category_mapping.get(category_str, MessageCategory.TECHNICAL_SUPPORT) + except (KeyError, AttributeError): + parsed["category"] = MessageCategory.TECHNICAL_SUPPORT + return parsed + + raise ValueError("No JSON found in response") + + except Exception as e: + logger.error(f"Error parsing LLM response: {str(e)}") + return self._fallback_classification(original_message) + + def _fallback_classification(self, original_message: str) -> Dict[str, Any]: + """Fallback classification when other methods fail""" + return { + "category": MessageCategory.TECHNICAL_SUPPORT, + "needs_devrel": True, + "devrel_need_level": DevRelNeed.LOW, + "suggested_agent": "devrel", + "priority": "low", + "confidence": 0.5, + "reasoning": f"Fallback classification for message: {original_message[:50]}..." + } diff --git a/backend/app/agents/shared/response_coordinator.py b/backend/app/agents/shared/response_coordinator.py new file mode 100644 index 00000000..e69de29b diff --git a/backend/app/agents/shared/state.py b/backend/app/agents/shared/state.py new file mode 100644 index 00000000..e3ae055f --- /dev/null +++ b/backend/app/agents/shared/state.py @@ -0,0 +1,42 @@ +from typing import Dict, Any, List, Optional +from pydantic import BaseModel, Field + +class AgentState(BaseModel): + """Base state for all LangGraph agents""" + # Core identification + session_id: str + user_id: str + platform: str # discord, slack, github + + # Conversation context + messages: List[Dict[str, Any]] = Field(default_factory=list) + conversation_history: List[Dict[str, Any]] = Field(default_factory=list) + context: Dict[str, Any] = Field(default_factory=dict) + + # Processing state + current_task: Optional[str] = None + task_result: Optional[Dict[str, Any]] = None + next_action: Optional[str] = None + + # Tools and capabilities + tools_used: List[str] = Field(default_factory=list) + available_tools: List[str] = Field(default_factory=list) + + # Human-in-the-loop + requires_human_review: bool = False + human_feedback: Optional[str] = None + + # Platform-specific + thread_id: Optional[str] = None + channel_id: Optional[str] = None + + # Error handling + errors: List[str] = Field(default_factory=list) + retry_count: int = 0 + max_retries: int = Field(default=3) + + # Response + final_response: Optional[str] = None + + class Config: + arbitrary_types_allowed = True diff --git a/backend/app/core/config.py b/backend/app/core/config.py new file mode 100644 index 00000000..aeac0ff8 --- /dev/null +++ b/backend/app/core/config.py @@ -0,0 +1,40 @@ +from pydantic_settings import BaseSettings +from dotenv import load_dotenv + +load_dotenv() + +class Settings(BaseSettings): + # Gemini LLM API Key + gemini_api_key: str = "" + + # Tavily API Key + tavily_api_key: str = "" + + # Platforms + github_token: str = "" + discord_bot_token: str = "" + + # TODO: Add DB configuration + # Database + # Supabase + # Weaviate + + # LangSmith Tracing + langsmith_tracing: bool = False + langsmith_endpoint: str = "https://api.smith.langchain.com" + langsmith_api_key: str = "" + langsmith_project: str = "DevR_AI" + + # Agent Configuration + devrel_agent_model: str = "gemini-2.0-flash" + github_agent_model: str = "gemini-2.0-flash" + classification_agent_model: str = "gemini-1.5-flash" + agent_timeout: int = 30 + max_retries: int = 3 + + class Config: + env_file = ".env" + extra = "ignore" # to prevent errors from extra env variables + + +settings = Settings() diff --git a/backend/app/core/orchestration/__init__.py b/backend/app/core/orchestration/__init__.py new file mode 100644 index 00000000..e69de29b diff --git a/backend/app/core/orchestration/agent_coordinator.py b/backend/app/core/orchestration/agent_coordinator.py new file mode 100644 index 00000000..4dbd2b10 --- /dev/null +++ b/backend/app/core/orchestration/agent_coordinator.py @@ -0,0 +1,111 @@ +import logging +import uuid +from typing import Dict, Any +from app.agents.devrel.agent import DevRelAgent +# TODO: Implement GitHub agent +# from app.agents.github.agent import GitHubAgent +from app.agents.shared.state import AgentState +from app.core.orchestration.queue_manager import AsyncQueueManager +from langsmith import traceable + +logger = logging.getLogger(__name__) + +class AgentCoordinator: + """Coordinates agent execution and response handling""" + + def __init__(self, queue_manager: AsyncQueueManager): + self.queue_manager = queue_manager + self.devrel_agent = DevRelAgent() + # self.github_agent = GitHubAgent() + self.active_sessions: Dict[str, AgentState] = {} + + # Register handlers + self._register_handlers() + + def _register_handlers(self): + """Register message handlers""" + self.queue_manager.register_handler("devrel_request", self._handle_devrel_request) + # TODO: Register GitHub agent handler after implementation + # self.queue_manager.register_handler("github_request", self._handle_github_request) + + @traceable(name="devrel_request_coordination", run_type="chain") + async def _handle_devrel_request(self, message_data: Dict[str, Any]): + """Handle DevRel agent requests""" + try: + # Create agent state + session_id = str(uuid.uuid4()) + + initial_state = AgentState( + session_id=session_id, + user_id=message_data.get("user_id", ""), + platform=message_data.get("platform", "discord"), + thread_id=message_data.get("thread_id"), + channel_id=message_data.get("channel_id"), + context={ + "original_message": message_data.get("content", ""), + "classification": message_data.get("classification", {}), + "author": message_data.get("author", {}) + } + ) + + # Run agent + logger.info(f"Running DevRel agent for session {session_id}") + result_state = await self.devrel_agent.run(initial_state) + + # Send response back to platform + if result_state.final_response: + await self._send_response_to_platform(message_data, result_state.final_response) + + except Exception as e: + logger.error(f"Error handling DevRel request: {str(e)}") + await self._send_error_response(message_data, "I'm having trouble processing your request. Please try again.") + + # TODO: Implement GitHub agent + # async def _handle_github_request(self, message_data: Dict[str, Any]): + # """Handle GitHub agent requests""" + # try: + # # Implementation for GitHub agent + # session_id = str(uuid.uuid4()) + + # initial_state = AgentState( + # session_id=session_id, + # user_id=message_data.get("user_id", ""), + # platform="github", + # context={ + # "github_event": message_data.get("github_event", {}), + # "event_type": message_data.get("event_type", "") + # } + # ) + + # # Run GitHub agent + # logger.info(f"Running GitHub agent for session {session_id}") + # result_state = await self.github_agent.run(initial_state) + + # logger.info(f"GitHub agent completed for session {session_id}") + + # except Exception as e: + # logger.error(f"Error handling GitHub request: {str(e)}") + + async def _send_response_to_platform(self, original_message: Dict[str, Any], response: str): + """Send agent response back to the originating platform""" + try: + platform = original_message.get("platform", "discord") + + if platform == "discord": + # Send response back to Discord queue for bot to handle + response_message = { + "type": "discord_response", + "thread_id": original_message.get("thread_id"), + "channel_id": original_message.get("channel_id"), + "response": response, + "original_message_id": original_message.get("id") + } + + await self.queue_manager.enqueue(response_message) + + except Exception as e: + logger.error(f"Error sending response to platform: {str(e)}") + + async def _send_error_response(self, original_message: Dict[str, Any], error_message: str): + """Send error response to platform""" + await self._send_response_to_platform(original_message, error_message) diff --git a/backend/app/core/orchestration/event_router.py b/backend/app/core/orchestration/event_router.py new file mode 100644 index 00000000..e69de29b diff --git a/backend/app/core/orchestration/queue_manager.py b/backend/app/core/orchestration/queue_manager.py new file mode 100644 index 00000000..caef6c53 --- /dev/null +++ b/backend/app/core/orchestration/queue_manager.py @@ -0,0 +1,135 @@ +import asyncio +import logging +from typing import Dict, Any, Callable, Optional +from datetime import datetime +from enum import Enum + +logger = logging.getLogger(__name__) + +class QueuePriority(str, Enum): + HIGH = "high" + MEDIUM = "medium" + LOW = "low" + +class AsyncQueueManager: + """AsyncIO-based queue manager for agent orchestration""" + + def __init__(self): + self.queues = { + QueuePriority.HIGH: asyncio.Queue(), + QueuePriority.MEDIUM: asyncio.Queue(), + QueuePriority.LOW: asyncio.Queue() + } + self.handlers: Dict[str, Callable] = {} + self.running = False + self.worker_tasks = [] + + async def start(self, num_workers: int = 3): + """Start the queue processing workers""" + self.running = True + + for i in range(num_workers): + task = asyncio.create_task(self._worker(f"worker-{i}")) + self.worker_tasks.append(task) + + logger.info(f"Started {num_workers} queue workers") + + async def stop(self): + """Stop the queue processing""" + self.running = False + + # Cancel all worker tasks + for task in self.worker_tasks: + task.cancel() + + await asyncio.gather(*self.worker_tasks, return_exceptions=True) + logger.info("Stopped all queue workers") + + async def enqueue(self, + message: Dict[str, Any], + priority: QueuePriority = QueuePriority.MEDIUM, + delay: float = 0): + """Add a message to the queue""" + + if delay > 0: + await asyncio.sleep(delay) + + queue_item = { + "id": message.get("id", f"msg_{datetime.now().timestamp()}"), + "timestamp": datetime.now().isoformat(), + "priority": priority, + "data": message + } + + await self.queues[priority].put(queue_item) + logger.debug(f"Enqueued message {queue_item['id']} with priority {priority}") + + def register_handler(self, message_type: str, handler: Callable): + """Register a handler for a specific message type""" + self.handlers[message_type] = handler + logger.info(f"Registered handler for message type: {message_type}") + + async def _worker(self, worker_name: str): + """Worker coroutine to process queue items""" + logger.info(f"Started queue worker: {worker_name}") + + while self.running: + try: + # Process queues by priority + item = await self._get_next_item() + + if item: + await self._process_item(item, worker_name) + else: + # No items available, wait a bit + await asyncio.sleep(0.1) + + except asyncio.CancelledError: + logger.info(f"Worker {worker_name} cancelled") + break + except (ConnectionError, TimeoutError) as e: + logger.error(f"Connection error in worker {worker_name}: {str(e)}") + await asyncio.sleep(5) # Longer pause for connection issues + except Exception as e: + logger.error(f"Unexpected error in worker {worker_name}: {str(e)}") + await asyncio.sleep(1) # Brief pause on error + + async def _get_next_item(self) -> Optional[Dict[str, Any]]: + """Get the next item from queues (priority-based)""" + + # Try high priority first + try: + return self.queues[QueuePriority.HIGH].get_nowait() + except asyncio.QueueEmpty: + pass + + # Then medium priority + try: + return self.queues[QueuePriority.MEDIUM].get_nowait() + except asyncio.QueueEmpty: + pass + + # Finally low priority + try: + return self.queues[QueuePriority.LOW].get_nowait() + except asyncio.QueueEmpty: + pass + + return None + + async def _process_item(self, item: Dict[str, Any], worker_name: str): + """Process a queue item""" + try: + message_data = item["data"] + message_type = message_data.get("type", "unknown") + + handler = self.handlers.get(message_type) + + if handler: + logger.debug(f"Worker {worker_name} processing {item['id']} (type: {message_type})") + await handler(message_data) + else: + logger.warning(f"No handler found for message type: {message_type}") + + except Exception as e: + logger.error(f"Error processing item {item['id']}: {str(e)}") diff --git a/backend/app/core/orchestration/workflow_coordinator.py b/backend/app/core/orchestration/workflow_coordinator.py new file mode 100644 index 00000000..e69de29b diff --git a/backend/bots/__init__.py b/backend/bots/__init__.py new file mode 100644 index 00000000..e69de29b diff --git a/backend/bots/discord/__init__.py b/backend/bots/discord/__init__.py new file mode 100644 index 00000000..e69de29b diff --git a/backend/bots/discord/discord_bot.py b/backend/bots/discord/discord_bot.py new file mode 100644 index 00000000..ccb671a7 --- /dev/null +++ b/backend/bots/discord/discord_bot.py @@ -0,0 +1,238 @@ +import discord +from discord.ext import commands +import logging +from typing import Dict, Any, Optional +from app.core.orchestration.queue_manager import AsyncQueueManager, QueuePriority +from app.agents.shared.classification_router import ClassificationRouter + +logger = logging.getLogger(__name__) + +class DiscordBot(commands.Bot): + """Discord bot with LangGraph agent integration""" + + def __init__(self, queue_manager: AsyncQueueManager, **kwargs): + intents = discord.Intents.default() + intents.message_content = True + intents.guilds = True + intents.members = True + + super().__init__( + command_prefix="!", + intents=intents, + **kwargs + ) + + self.queue_manager = queue_manager + self.classifier = ClassificationRouter() + self.active_threads: Dict[str, str] = {} # user_id -> thread_id mapping + + # Register queue handlers + self._register_queue_handlers() + + def _register_queue_handlers(self): + """Register handlers for queue messages""" + self.queue_manager.register_handler("discord_response", self._handle_agent_response) + + async def on_ready(self): + """Bot ready event""" + logger.info(f'Enhanced Discord bot logged in as {self.user}') + print(f'Bot is ready! Logged in as {self.user}') + + async def on_message(self, message): + """Enhanced message handling with classification""" + if message.author == self.user: + return + + # Skip if message is a command (starts with !) + # TODO: Add support for commands + if message.content.startswith('!'): + await self.process_commands(message) + return + + try: + # Classify message locally first + classification = await self.classifier.classify_message( + message.content, + { + "channel_id": str(message.channel.id), + "user_id": str(message.author.id), + "guild_id": str(message.guild.id) if message.guild else None + } + ) + + logger.info(f"Message classified as: {classification}") + + # Only process if DevRel intervention is needed + if classification.get("needs_devrel", False): + await self._handle_devrel_message(message, classification) + + except Exception as e: + logger.error(f"Error processing message: {str(e)}") + + async def _handle_devrel_message(self, message, classification: Dict[str, Any]): + """Handle messages that need DevRel intervention""" + try: + user_id = str(message.author.id) + + # Get or create thread for this user + thread_id = await self._get_or_create_thread(message, user_id) + + # Prepare message for agent processing + agent_message = { + "type": "devrel_request", + "id": f"discord_{message.id}", + "user_id": user_id, + "channel_id": str(message.channel.id), + "thread_id": thread_id, + "content": message.content, + "classification": classification, + "platform": "discord", + "timestamp": message.created_at.isoformat(), + "author": { + "username": message.author.name, + "display_name": message.author.display_name + } + } + + # Determine priority based on classification + priority_map = { + "high": QueuePriority.HIGH, + "medium": QueuePriority.MEDIUM, + "low": QueuePriority.LOW + } + priority = priority_map.get(classification.get("priority"), QueuePriority.MEDIUM) + + # Enqueue for agent processing + await self.queue_manager.enqueue(agent_message, priority) + + # Send acknowledgment in thread + if thread_id: + thread = self.get_channel(int(thread_id)) + if thread: + await thread.send("I'm processing your request, please hold on...") + + except Exception as e: + logger.error(f"Error handling DevRel message: {str(e)}") + + async def _get_or_create_thread(self, message, user_id: str) -> Optional[str]: + """Get existing thread or create new one for user""" + try: + # Check if user already has an active thread + if user_id in self.active_threads: + thread_id = self.active_threads[user_id] + thread = self.get_channel(int(thread_id)) + + # Verify thread still exists and is active + if thread and not thread.archived: + return thread_id + else: + del self.active_threads[user_id] + logger.info(f"Cleaned up archived thread for user {user_id}") + + # Create new thread + thread_name = f"DevRel Chat - {message.author.display_name}" + + if isinstance(message.channel, discord.TextChannel): + thread = await message.create_thread( + name=thread_name, + auto_archive_duration=60 # 1 hour + ) + + # Store thread mapping + self.active_threads[user_id] = str(thread.id) + + # Send welcome message + await thread.send( + f"Hello {message.author.mention}! 👋\n" + f"I'm your DevRel assistant. I can help you with:\n" + f"• Technical questions about Devr.AI\n" + f"• Getting started and onboarding\n" + f"• Searching for information on the web\n" + f"• General developer support\n\n" + f"This thread keeps our conversation organized!" + ) + + return str(thread.id) + + except Exception as e: + logger.error(f"Failed to create thread: {str(e)}") + + return str(message.channel.id) # Fallback to original channel + + async def _handle_agent_response(self, response_data: Dict[str, Any]): + """Handle response from DevRel agent""" + try: + thread_id = response_data.get("thread_id") + response_text = response_data.get("response", "") + + if not thread_id or not response_text: + logger.warning("Invalid agent response data") + return + + thread = self.get_channel(int(thread_id)) + if thread: + # Split long responses into multiple messages + if len(response_text) > 2000: + chunks = [response_text[i:i+2000] for i in range(0, len(response_text), 2000)] + for chunk in chunks: + await thread.send(chunk) + else: + await thread.send(response_text) + else: + logger.error(f"Thread {thread_id} not found for agent response") + + except Exception as e: + logger.error(f"Error handling agent response: {str(e)}") + + @commands.command(name="reset") + async def reset_thread(self, ctx): + """Reset user's DevRel thread""" + user_id = str(ctx.author.id) + + if user_id in self.active_threads: + del self.active_threads[user_id] + await ctx.send("Your DevRel thread has been reset. Next message will create a new thread.") + else: + await ctx.send("No active thread found to reset.") + + @commands.command(name="help_devrel") + async def help_devrel(self, ctx): + """Show DevRel bot help""" + embed = discord.Embed( + title="DevRel Assistant Help", + description="I'm here to help you with Devr.AI related questions!", + ) + + embed.add_field( + name="What I can do:", + value=""" + • Answer FAQs about Devr.AI + • Help with getting started + • Search the web for information + • Provide technical support + • Guide you through onboarding + """, + inline=False + ) + + embed.add_field( + name="Example questions:", + value=""" + • "What is Devr.AI?" + • "How do I contribute?" + • "Search for latest AI news" + • "How to get started with LangGraph?" + """, + inline=False + ) + + embed.add_field( + name="Commands:", + value=""" + • `!reset` - Reset your chat thread + • `!help_devrel` - Show this help message + """, + inline=False + ) + + await ctx.send(embed=embed) diff --git a/backend/bots/discord_bot/discordBot.py b/backend/bots/discord_bot/discordBot.py deleted file mode 100644 index d4ac3e15..00000000 --- a/backend/bots/discord_bot/discordBot.py +++ /dev/null @@ -1,205 +0,0 @@ -import discord -from discord.ext import commands -import dotenv -import os -import logging -import asyncio - -from app.core.handler.pr_handler import PRHandler -from app.core.handler.issue_handler import IssueHandler -from app.core.handler.onboarding_handler import OnboardingHandler -from app.core.handler.message_handler import MessageHandler -from app.core.handler.faq_handler import FAQHandler -from app.core.events.discord_event import DiscordEvent -from app.core.events.enums import EventType, PlatformType -from app.core.events.event_bus import EventBus -from app.core.handler.handler_registry import HandlerRegistry -from app.core.handler.base import BaseHandler - -logging.basicConfig(level=logging.INFO) -logger = logging.getLogger(__name__) - -dotenv.load_dotenv() -TOKEN = os.getenv("DISCORD_BOT_TOKEN") - -intents = discord.Intents.default() -intents.messages = True -intents.guilds = True -intents.message_content = True -intents.reactions = True -intents.members = True -intents.presences = True - -bot = commands.Bot(command_prefix="!", intents=intents) - -handler_registry = HandlerRegistry() -event_bus = EventBus(handler_registry) - -faq_handler = FAQHandler(bot) -# Register event handlers -event_bus.register_handler(EventType.USER_JOINED, OnboardingHandler().handle, platform=PlatformType.DISCORD) -event_bus.register_handler(EventType.MESSAGE_CREATED, MessageHandler().handle, platform=PlatformType.DISCORD) -event_bus.register_handler(EventType.MESSAGE_UPDATED, MessageHandler().handle, platform=PlatformType.DISCORD) -event_bus.register_handler(EventType.MESSAGE_DELETED, MessageHandler().handle, platform=PlatformType.DISCORD) -event_bus.register_handler(EventType.FAQ_REQUESTED, faq_handler.handle, platform=PlatformType.DISCORD) - -# Track dispatched event IDs to avoid duplicate dispatching -processed_events = set() - -async def dispatch_event(event: DiscordEvent): - event_key = (event.id, event.event_type) - - """Dispatches an event only if it hasn't been processed before with the same event type.""" - if event_key in processed_events: - logger.info(f"Skipping duplicate event: {event.event_type} (ID: {event.id})") - return - - processed_events.add(event_key) - await event_bus.dispatch(event) - -@bot.event -async def on_ready(): - logger.info(f'Logged in as {bot.user}') - -@bot.event -async def on_member_join(member): - """Handles user joining""" - logger.info(f"New member joined: {member.name}") - - event = DiscordEvent( - id=str(member.id), - event_type=EventType.USER_JOINED, - platform=PlatformType.DISCORD, - actor_id=str(member.id), - guild_id=str(member.guild.id), - channel_id=None, - data={"username": member.name} - ) - await dispatch_event(event) - -@bot.event -async def on_message(message): - """Handles new messages""" - if message.author == bot.user: - return - - logger.info(f"Message received: {message.content} from {message.author.name}") - logger.info(f"Dispatching event with channel_id: {str(message.channel.id)}") - channel_id = str(message.channel.id) - - is_faq, faq_response = await faq_handler.is_faq(message.content) - event_type = EventType.FAQ_REQUESTED if is_faq else EventType.MESSAGE_CREATED - - event = DiscordEvent( - id=str(message.id), - event_type=event_type, - platform=PlatformType.DISCORD, - actor_id=str(message.author.id), - actor_name=message.author.name, - guild_id=str(message.guild.id) if message.guild else None, - channel_id=(channel_id), - message_id=str(message.id), - raw_data={ - "id": str(message.id), - "content": message.content, - "actor_id": str(message.author.id), - "attachments": [attachment.url for attachment in message.attachments], - "mentions": [user.id for user in message.mentions], - }, - ) - - await dispatch_event(event) - await bot.process_commands(message) - -@bot.event -async def on_message_edit(before, after): - """Handles edited messages""" - if before.author == bot.user: - return - - logger.info(f"Message edited by {before.author.name}: {before.content} → {after.content}") - - event = DiscordEvent( - id=str(after.id), - event_type=EventType.MESSAGE_UPDATED, - platform=PlatformType.DISCORD, - actor_id=str(after.author.id), - guild_id=str(after.guild.id) if after.guild else None, - channel_id=str(after.channel.id), - data={"before": before.content, "after": after.content, "author": after.author.name} - ) - - await dispatch_event(event) - -@bot.event -async def on_message_delete(message): - """Handles deleted messages""" - if message.author == bot.user: - return - - logger.info(f" Message deleted by {message.author.name}: {message.content}") - - event = DiscordEvent( - id=str(message.id), - event_type=EventType.MESSAGE_DELETED, - platform=PlatformType.DISCORD, - actor_id=str(message.author.id), - guild_id=str(message.guild.id) if message.guild else None, - channel_id=str(message.channel.id), - data={"content": message.content, "author": message.author.name} - ) - - await dispatch_event(event) - -@bot.event -async def on_raw_reaction_add(payload): - """Handles reactions even for uncached messages""" - logger.info(f" Reaction detected: {payload.emoji.name} by user ID {payload.user_id}") - - if payload.user_id == bot.user.id: - logger.info("Bot reacted, ignoring...") - return - - guild = bot.get_guild(payload.guild_id) - if not guild: - logger.error(f"Guild {payload.guild_id} not found.") - return - - channel = guild.get_channel(payload.channel_id) - if not channel: - logger.error(f"Channel {payload.channel_id} not found.") - return - - user = await bot.fetch_user(payload.user_id) - emoji = payload.emoji.name - - if not channel: - logger.error(" Channel not found!") - return - - try: - message = await channel.fetch_message(payload.message_id) - except discord.NotFound: - logger.error(" Message not found!") - return - - actor_id = user.id if user else None - - event = DiscordEvent( - id=str(message.id), - event_type=EventType.REACTION_ADDED, - platform=PlatformType.DISCORD, - actor_id=str(actor_id), - guild_id=str(payload.guild_id), - channel_id=str(payload.channel_id), - data={"emoji": str(emoji), "message_id": str(message.id), "user_id": str(user.id)} - ) - - await dispatch_event(event) - -async def main(): - async with bot: - await bot.start(TOKEN) - -if __name__ == "__main__": - asyncio.run(main()) diff --git a/backend/main.py b/backend/main.py index c6891b70..9608cdfa 100644 --- a/backend/main.py +++ b/backend/main.py @@ -1,45 +1,104 @@ - - import asyncio -import uuid import logging +import os +import signal +import sys +from app.core.config import settings +from app.core.orchestration.queue_manager import AsyncQueueManager +from app.core.orchestration.agent_coordinator import AgentCoordinator +from bots.discord.discord_bot import DiscordBot + +# Configure logging +logging.basicConfig( + level=logging.INFO, + format='%(asctime)s - %(name)s - %(levelname)s - %(message)s' +) +logger = logging.getLogger(__name__) -from fastapi import FastAPI -from fastapi.middleware.cors import CORSMiddleware -from app.routes import router -import uvicorn -from .app.core.events.event_bus import EventBus -from .app.core.events.enums import EventType, PlatformType -from .app.core.events.base import BaseEvent -from .app.core.handler.handler_registry import HandlerRegistry +class DevRAIApplication: + """Main application class""" -app = FastAPI() + def __init__(self): + self.queue_manager = AsyncQueueManager() + self.agent_coordinator = AgentCoordinator(self.queue_manager) + self.discord_bot = DiscordBot(self.queue_manager) + self.running = False + async def start(self): + """Start the application""" + try: + logger.info("Starting Devr.AI Application...") -# CORS Configuration + # Start queue manager + await self.queue_manager.start(num_workers=3) -app.add_middleware( - CORSMiddleware, - allow_origins=["http://localhost:5173", "http://127.0.0.1:5173"], - allow_credentials=True, - allow_methods=["*"], - allow_headers=["*"], - expose_headers=["*"], -) + # Start Discord bot + discord_task = asyncio.create_task( + self.discord_bot.start(settings.discord_bot_token) + ) + + self.running = True + logger.info("Devr.AI Application started successfully!") + + # Wait for the Discord bot + await discord_task + + except Exception as e: + logger.error(f"Error starting application: {str(e)}") + await self.stop() + + async def stop(self): + """Stop the application""" + logger.info("Stopping Devr.AI Application...") + self.running = False -app.include_router(router, prefix="/api") + # Stop Discord bot + try: + if not self.discord_bot.is_closed(): + await self.discord_bot.close() + except Exception as e: + logger.error(f"Error closing Discord bot: {str(e)}") -# Initialize Handler Registry and Event Bus -handler_registry = HandlerRegistry() -event_bus = EventBus(handler_registry) + # Stop queue manager + await self.queue_manager.stop() + logger.info("Devr.AI Application stopped") -app.include_router(router, prefix="/api") +# Global application instance +app = DevRAIApplication() + +async def main(): + """Main entry point""" + + # Setup signal handlers for graceful shutdown + loop = asyncio.get_running_loop() + + def signal_handler(signum): + logger.info(f"Received signal {signum}") + loop.create_task(app.stop()) + + for sig in (signal.SIGINT, signal.SIGTERM): + loop.add_signal_handler(sig, lambda s=sig: signal_handler(s), sig) + + try: + await app.start() + except KeyboardInterrupt: + logger.info("Keyboard interrupt received") + except Exception as e: + logger.error(f"Application error: {str(e)}") + finally: + await app.stop() if __name__ == "__main__": - 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