RCI Chain with LangChain Expression Language | Tutorial

Colab: https://drp.li/OJuLY
RCI Paper: https://arxiv.org/abs/2303.17491

LCEL Blog post: https://blog.langchain.dev/langchain-expression-language/

My Links:
Twitter - https://twitter.com/Sam_Witteveen
Linkedin - https://www.linkedin.com/in/samwitteveen/

Github:
https://github.com/samwit/langchain-tutorials
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

agents code computer github intro language language models paper prompts recursive reinforcement reinforcement learning verbal