| from langchain.tools import tool |
|
|
|
|
| @tool(parse_docstring=True) |
| def think_tool(reflection: str) -> str: |
| """Tool for strategic reflection on research progress and decision-making. |
| |
| Use this tool after each search to analyze results and plan next steps systematically. |
| This creates a deliberate pause in the research workflow for quality decision-making. |
| |
| When to use: |
| - After receiving search results: What key information did I find? |
| - Before deciding next steps: Do I have enough to answer comprehensively? |
| - When assessing research gaps: What specific information am I still missing? |
| - Before concluding research: Can I provide a complete answer now? |
| |
| Reflection should address: |
| 1. Analysis of current findings - What concrete information have I gathered? |
| 2. Gap assessment - What crucial information is still missing? |
| 3. Quality evaluation - Do I have sufficient evidence/examples for a good answer? |
| 4. Strategic decision - Should I continue searching or provide my answer? |
| |
| Args: |
| reflection: Your detailed reflection on research progress, findings, gaps, and next steps |
| |
| Returns: |
| Confirmation that reflection was recorded for decision-making |
| """ |
| return f"Reflection recorded: {reflection}" |
|
|
