Show Autogen thinking in streamlit

Using Streamlit
1

Hi @blackary I’m using AutoGen to create a multi-agent system. When I run the agent, I can see its thought process in the terminal. How can I display this “thinking” process in a Streamlit UI in real time?

Here’s a sample of my code:

python

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sql_manager = GroupChatManager(
    sql_groupchat,
    llm_config=config_list[0],
    max_consecutive_auto_reply=2
)

with st.spinner("Running..."):
    sql_query = {}

    sql_manager.initiate_chat(sql_manager, message=user_question, clear_history=True)

    response = sql_groupchat.messages[-1]['content']
    sql_query['query'] = sql_groupchat.messages[-2]['content']

st.write_stream(stream_data(text=response))

How can I update the Streamlit UI dynamically to show the agent’s thought process as it generates responses?

2

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image731×312 6.08 KB

agent thinking and working