Logs a thought step for agentic problem-solving, tracking reasoning, tools, and future plans. Start a new thread for each user message.

Capabilities

• Workflow Orchestration: Breaks complex tasks into manageable steps.

• Iterative Refinement: Self-corrects based on new info or errors.

• Tool Recommendation: Suggests specific tools for the next action.

• Forward Planning: Tracks remaining tasks via left_to_be_done.

Args: thread_purpose: Short objective/topic for the thread. thought: Current reasoning or action description. thought_index: Monotonically increasing step number (1, 2, 3...). tool_recommendation: Tool to call next, or 'None'. left_to_be_done: Remaining steps/sub-goals, or 'None'. Returns: Confirmation of log.

Example

1. User: "I keep hearing about central banks, but I don't understand what they are and how they work."

2. think( thread_purpose="Explain Central Banks", thought="The user needs a comprehensive explanation of central banks. I need to identify their core definition, key roles (monetary policy, financial stability, currency issuance), and operational mechanisms (interest rates, reserves). I should search for a structured overview to ensure I don't miss major aspects like the Federal Reserve or ECB as examples.", thought_index=1, tool_recommendation="search_web", left_to_be_done="1. Search for 'how central banks work' and key functions. 2. Synthesize findings into a clear explanation. 3. Create a visual graph of the banking system structure if possible. 4. Present final answer." )

3. call search_web(query="how central banks work and their main functions")

4. think( thread_purpose="Explain Central Banks", thought="Search results clarify that central banks manage currency stability, control inflation via interest rates, and act as lenders of last resort. I have enough textual information. Now, to make this easier to understand, I should create a graph representing the flow of money and influence between the central bank, commercial banks, and the economy.", thought_index=2, tool_recommendation="create_graph", left_to_be_done="Create a graph showing Central Bank -> Commercial Banks -> Public/Economy relations." )

5. call create_graph(data=...)

6. Final Response: "Here is an explanation of central banks..." (Task complete, no further think call needed).