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fix: handle different output formats in agent message processing (#4867)

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* fix: handle different output formats in agent message processing

* fix: correct condition for handling Anthropic message output

* refactor: extract text output handling into separate function
This commit is contained in:
Gabriel Luiz Freitas Almeida 2024-11-26 18:43:46 -03:00 • committed by GitHub
commit 77289793c5
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1 changed files with 17 additions and 2 deletions
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19
src/backend/base/langflow/base/agents/events.py
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@ -80,12 +80,25 @@ def handle_on_chain_start(
return agent_message, start_time return agent_message, start_time
def _extract_output_text(output: str | list) -> str:
if isinstance(output, str):
text = output
elif isinstance(output, list) and len(output) == 1 and isinstance(output[0], dict) and "text" in output[0]:
text = output[0]["text"]
else:
msg = f"Output is not a string or list of dictionaries with 'text' key: {output}"
raise ValueError(msg)
return text
def handle_on_chain_end( def handle_on_chain_end(
event: dict[str, Any], agent_message: Message, send_message_method: SendMessageFunctionType, start_time: float event: dict[str, Any], agent_message: Message, send_message_method: SendMessageFunctionType, start_time: float
) -> tuple[Message, float]: ) -> tuple[Message, float]:
data_output = event["data"].get("output") data_output = event["data"].get("output")
if data_output and isinstance(data_output, AgentFinish) and data_output.return_values.get("output"): if data_output and isinstance(data_output, AgentFinish) and data_output.return_values.get("output"):
agent_message.text = data_output.return_values.get("output") output = data_output.return_values.get("output")
agent_message.text = _extract_output_text(output)
agent_message.properties.state = "complete" agent_message.properties.state = "complete"
# Add duration to the last content if it exists # Add duration to the last content if it exists
if agent_message.content_blocks: if agent_message.content_blocks:
@ -194,7 +207,9 @@ def handle_on_chain_stream(
) -> tuple[Message, float]: ) -> tuple[Message, float]:
data_chunk = event["data"].get("chunk", {}) data_chunk = event["data"].get("chunk", {})
if isinstance(data_chunk, dict) and data_chunk.get("output"): if isinstance(data_chunk, dict) and data_chunk.get("output"):
agent_message.text = data_chunk.get("output") output = data_chunk.get("output")
if output and isinstance(output, str | list):
agent_message.text = _extract_output_text(output)
agent_message.properties.state = "complete" agent_message.properties.state = "complete"
agent_message = send_message_method(message=agent_message) agent_message = send_message_method(message=agent_message)
start_time = perf_counter() start_time = perf_counter()