Think Tool
Enables LLMs to improve reasoning by providing a 'think' tool that allows for iterative thought processing and scratchpad functionality.
About
The Think Tool implements a 'think' tool for LLMs, based on Anthropic's prompt engineering technique, that enhances reasoning capabilities. It works by providing a no-op tool that simply echoes the input, allowing the LLM to break down complex problems, organize thoughts systematically, cache intermediate results, and show its work. By using the tool calling mechanism to define a 'think' tool, the model can leverage its existing training to pause and dump additional thoughts into the context.
Key Features
- Facilitates step-by-step reasoning for LLMs
- Supports caching intermediate results during calculations
- Allows LLMs to break down complex problems
- Helps LLMs to show their work when solving problems
- Enables LLMs to organize thoughts systematically
- 1 GitHub stars
Use Cases
- Improving the accuracy of complex calculations in LLMs
- Providing a scratchpad for LLMs to plan actions and verify rules
- Enhancing the reasoning capabilities of LLMs for problem-solving
Sponsored