ThinkGPT
Augment Large Language Models with advanced agent techniques for enhanced reasoning, memory, and intelligent decision-making.
소개
ThinkGPT is a Python library engineered to empower Large Language Models (LLMs) with Chain of Thought reasoning, enabling them to 'think' and operate as generative agents. It offers solutions for overcoming limited context by leveraging long memory and compressed knowledge, enhances one-shot reasoning through higher-order primitives, and allows for embedding intelligent decisions directly into code. The library provides a Pythonic API for easy integration and measurable context length management.
주요 기능
- Self-refinement capabilities to improve model-generated content through critiques
- Memory management for LLMs to retain and recall experiences
- Natural language conditions and selection for integrating AI-driven decision-making
- 1,578 GitHub stars
- Intelligent inference for making educated guesses based on available information
- Knowledge compression via summarization and abstraction of rules from observations
사용 사례
- Generating self-healing Python code by enabling LLMs to learn and apply context
- Teaching LLMs new languages and abstract rules from observations
- Implementing generative agents with memory replay, self-criticism, and knowledge refinement
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