RETRIEVAL CHAIN - RAG | Chain Types | Learning Langchain Series | Chat with anything on the web
Retrieval chains are famous for empowering the LLMs with retrived documents from various sources (web, pdf, documents, sql database ...).
We'll explore the chains from the python library of langchain, learn how to use the chain classes and finally show case some example.
For more information about different types of retrieval chains visit:
https://blog.langchain.dev/retrieval/
You will be acquainted with the langsmith environment to observe the steps LLMs take to deliver the final response.
Github Code for all videos in this series:
https://github.com/full-stack-ai/popu...
Langchain Chain Types Directory:
API CHAIN | • API Chain | Chain Types | Learning Langcha...
CONSTITUTIONAL CHAIN | • CONSTITUTIONAL CHAIN | Chain Types | Learn...
RAG CHAIN | • RETRIEVAL CHAIN - RAG | Chain Types | Lear...
CHECKER CHAIN | • LLM CHECKER CHAIN | Learning Langchain Ser...
ROUTER CHAIN | • ROUTER CHAIN | Learning Langchain Series |...
SEQUENTIAL CHAIN | • SEQUENTIAL CHAIN | Learning Langchain Seri...
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Chapters:
0:00 What is Retrieval Chain?
0:40 RAG in code
1:35 Webloader
2:13 Langsmith for RAG Chain