Advanced RAG- Langchain and HuggingFace
Channel: AI With Tarun
Date: 2024-01-11

In this video, we implement the Advanced RAG pipeline using Langchain and HuggingFace, the advanced topics include:
- Parent Document Retriever
- Cohere Re-ranking 
- LCEL - Langchain Expression Langchain

Support RAG Series: https://www.buymeacoffee.com/jaintarun7

RAG Series:

Part-1: https://www.youtube.com/watch?v=dUkiQ_WI92c
Part-2: https://www.youtube.com/watch?v=oUQHBNVVEH4
Part-3: https://www.youtube.com/watch?v=kSVGpbqYLYs
Part-4: https://www.youtube.com/watch?v=xw7t_LAqV7E

Source Code: GitHub- https://github.com/lucifertrj/Awesome-RAG/

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Timestamps

00:00 Part-2 Introduction
01:12 Loader-Embeddings-VectorStore
07:48 Parent Document Retriever
15:57 Test Parent Document Retriever
20:07 Cohere Re-ranking
25:45 Prompt template and LLM
28:40 LCEL- Langchain Expression Language
33:33 Waiting for response

#ai #langchain #generativeai #huggingface #largelanguagemodels #llm #python #machinelearning #deeplearning #opensource