Learning LangChain
Just one of the things I'm learning. https://github.com/hchiam/learning
LangChain is basically a convenience high-level library to do a bunch of LLM stuff in few lines of code. You can do things like generate and execute SQL queries from natural language text prompts in Python or in JavaScript.
Code examples that are simple and worked easily for me in Colab with little changes:
- https://www.youtube.com/watch?v=kYRB-vJFy38&list=PLqZXAkvF1bPNQER9mLmDbntNfSpzdDIU5&index=2
- https://github.com/gkamradt/langchain-tutorials
- JS versions of the examples in this repo? https://js.langchain.com/docs/get_started/quickstart
- watch cookbook for 7 essential concepts + read code samples for that
- watch cookbook for 9 use cases + read code samples for that
- run local RAG with Gemma 2: https://github.com/samwit/langchain-tutorials/tree/main/2024/gemma2_local_rag following this YouTube video: https://www.youtube.com/watch?v=daZOrbMs61I