8000 [Bug] Not seeing LLM thought process/thinking steps despite enabling stream_intermediate_steps · Issue #3721 · agno-agi/agno · GitHub
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[Bug] Not seeing LLM thought process/thinking steps despite enabling stream_intermediate_steps #3721
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@ozbekburak

Description

@ozbekburak

Description

I've successfully set up agent-ui with my reasoning agent, but I'm not seeing the detailed LLM thought process/thinking steps that are shown in the README examples and documentation.

Current Configuration:

reasoning_agent = Agent(
    name="Reasoning Agent",
    model=OpenAIChat(id="gpt-4o"),
    tools=[
        ReasoningTools(add_instructions=True),
        YFinanceTools(stock_price=True, analyst_recommendations=True, company_info=True, company_news=True), 
    ],
    instructions="Use tables to display data.",
    markdown=True,
    stream=True,
    stream_intermediate_steps=True,
)

What I'm Seeing:

  • ✅ Streaming responses work correctly
  • ✅ Tool calls are displayed and executed
  • ✅ REASONING section shows steps like "STEP 1 - Analyze Semiconductor Companies"
  • Missing: Detailed thinking process like "PLANNING SEMICONDUCTOR MARKET ANALYSIS" with explanations

Expected Behavior (from README):
The interface should display detailed thinking steps similar to the README screenshot showing:

  • "THINK" button/section
  • Detailed planning phases like "1. PLANNING SEMICONDUCTOR MARKET ANALYSIS"
  • Explanatory text: "The user wants a comprehensive analysis of four major semiconductor companies."

Screenshots:

Current Output: [Image 1 - shows my current interface]

Image

Expected Output: [Image 2 - shows README example with detailed thinking]

Image

Questions:

  1. Is there an additional configuration needed to enable the detailed thinking display?
  2. Does this require a specific model or reasoning mode?
  3. Is the ReasoningTools(add_instructions=True) sufficient, or are there other parameters needed?
  4. Could this be related to the OpenAI model not providing intermediate reasoning steps?

Additional Context:

  • My agent works perfectly for tool calling and final responses
  • All streaming functionality is working as expected
  • I'm specifically missing the internal thought process visualization shown in Agno examples

Related Configuration:
If there are specific agent-ui frontend settings or backend configurations needed to display thinking steps, please let me know what I might be missing.

Steps to Reproduce

Serve agent-ui
Serve simple documented playground.py

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