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48 changes: 30 additions & 18 deletions src/llama_stack_client/lib/agents/agent.py
Original file line number Diff line number Diff line change
Expand Up @@ -13,6 +13,7 @@

from .client_tool import ClientTool

DEFAULT_MAX_ITER = 10

class Agent:
def __init__(
Expand Down Expand Up @@ -75,21 +76,32 @@ def create_turn(
toolgroups: Optional[List[Toolgroup]] = None,
documents: Optional[List[Document]] = None,
):
response = self.client.agents.turn.create(
agent_id=self.agent_id,
# use specified session_id or last session created
session_id=session_id or self.session_id[-1],
messages=messages,
stream=True,
documents=documents,
toolgroups=toolgroups,
)
for chunk in response:
if hasattr(chunk, "error"):
yield chunk
return
elif not self._has_tool_call(chunk):
yield chunk
else:
next_message = self._run_tool(chunk)
yield next_message
stop = False
n_iter = 0
max_iter = self.agent_config.get('max_infer_iters', DEFAULT_MAX_ITER)
while not stop and n_iter < max_iter:
response = self.client.agents.turn.create(
agent_id=self.agent_id,
# use specified session_id or last session created
session_id=session_id or self.session_id[-1],
messages=messages,
stream=True,
documents=documents,
toolgroups=toolgroups,
)
# by default, we stop after the first turn
stop = True
for chunk in response:
if hasattr(chunk, "error"):
yield chunk
return
elif not self._has_tool_call(chunk):
yield chunk
else:
next_message = self._run_tool(chunk)
yield next_message

# continue the turn when there's a tool call
stop = False
messages = [next_message]
n_iter += 1
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