关于LLM使用tool的探索
参考文章:
Toolformer: Language Models Can Teach Themselves to Use Tools
SELF-REFINE: Iterative Refinement with Self-Feedback
HuggingGPT: Solving AI Tasks with ChatGPT and its Friends in Hugging Face
motivation:多模态,复杂任务,性能不如expert
pipeline:task planning, model selection, task execution, response generation
效果一定好吗?
如果是,主要是因为哪一个零件?(哪一部分做得好)
首先:每一个部分如何实现?