Help me understand how to access reasoning content

[benjaminbascary97]

Hey there! Since the documentation is not complete, I want to ask if anyone can give me a hand catching reasoning content. I see that there is a type of reasoning delta content but im unable to print the content, somone can guide me?

agent = Agent(
            model="o3",
            name="Numeric Data Agent",
            instructions=PROMPT,
            tools=[self.execute_pandas_query],
        )

        result = Runner.run_streamed(
            starting_agent=agent, input=formatted_messages, max_turns=self.valves.max_turns
        )

        async for event in result.stream_events():
            # We'll ignore the raw responses event deltas
            if event.type == "raw_response_event":
                if event.data.type == "response.reasoning_summary_text.delta":
                    print(f"\033[33m{event.delta}\033[0m", end="", flush=True)
                continue
            # When the agent updates, print that
            elif event.type == "agent_updated_stream_event":
                print(f"Agent updated: {event.new_agent.name}")
                continue
            # When items are generated, print them
            elif event.type == "run_item_stream_event":
                if event.item.type == "tool_call_item":
                    print("-- The query for blank canvas was called")
                    function_name = event.item.agent.tools[0].name
                    await self.emit_status(
                        __event_emitter__,
                        "info",
                        f"⚒️ Tool called: {function_name}",
                        {},
                        False,
                    )
                elif event.item.type == "tool_call_output_item":
                    print(f"-- Blank Canvas query results received")
                    print(event.item.output)
                    await self.emit_status(
                        __event_emitter__,
                        "info",
                        f"Blank Canvas query results received",
                        {},
                        False,
                    )
                elif event.item.type == "message_output_item":
                    print(
                        f"-- Message output: {ItemHelpers.text_message_output(event.item)}"
                    )
                    await self.emit_status(
                        __event_emitter__,
                        "info",
                        f"Numeric Data Agent execution finished",
                        {},
                        True,
                    )
                    return ItemHelpers.text_message_output(event.item)
                else:
                    pass  # Ignore other event types

Is enough with just passing a reasoning model as o3? What I am missing?

[axion66]

Hi!

Unfortunately, the reasoning capability is still on the development stage.
I think I might look at this in days or weeks..

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Have a nice day!