Advanced RAG with Llama 3 in LangChain - Building a PDF Chat System

Advanced RAG with Llama 3 in LangChain - Building a PDF Chat System

Venelin Valkov via YouTube Direct link

- Our RAG Architecture

3 of 10

3 of 10

- Our RAG Architecture

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Advanced RAG with Llama 3 in LangChain - Building a PDF Chat System

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  1. 1 - Intro
  2. 2 - Text tutorial on MLExpert.io
  3. 3 - Our RAG Architecture
  4. 4 - Google Colab Setup
  5. 5 - Document Parsing with LlamaParse
  6. 6 - Text Splitting, Vector Embeddings & Vector DB Qdrant
  7. 7 - Reranking with FlashRank
  8. 8 - Q&A Chain with LangChain, Llama 3 and Groq API
  9. 9 - Chat with the PDF
  10. 10 - Conclusion

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