Gemma 2 - RAG with LangChain and HuggingFace and Groq (text ,pdfs)
Gemma 2 - RAG with LangChain and HuggingFace and Groq (text ,pdfs)
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Building a very fast RAG app using Gemma 2 9B as the main LLM model, with speed optimized for Groq, Hugging Face embeddings, and LangChain, makes all of this super easy to do
Collab : https://colab.research.google.com/dri...
00:00 - What is Gemma 2
01:37 - Gemma 2 Quality and performance analysis
03:12 - Where to find Gemma 2
03:55 - What will we build
04:30 - Text Doc Rag (Splitting Text )
05:00 - Open source Embeddings
05:47 - Create the RAG
06:12 - Text Similarity vs llm Results
07:53 - PDF Rag
09:03 - PDF Rag Results Q&A
11:40 - Outro
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🤖 Open AI Template Alima : https://codewello.gumroad.com/l/kjlzw
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👉 Linkedin : / hossam-eldin
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#gemma #groq #langchain #rag #llms #aiapps