Building a RCI Chain for Agents with LangChain Expression Language
Colab: https://drp.li/OJuLY
RCI Paper: https://arxiv.org/abs/2303.17491
LCEL Blog post: https://blog.langchain.dev/langchain-...
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Github:
https://github.com/samwit/langchain-t... (updated)
https://github.com/samwit/llm-tutorials
Timestamps
00:00 Intro
01:11 Paper: Language Models Can Solve Computer Task
01:18 Paper: Reflexion: Language Agents with Verbal Reinforcement Learning
01:35 RCI Recursive Criticism and Improvements
02:44 Three Prompts
04:33 Three Prompts Diagram
05:10 Code Time
05:42 Multi Chains
09:02 RCI with LCEL
13:26 Combined Chain