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00:00 - Demo
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Local RAG System with DeepSeek-R1, Ollama and LangChain for Document Analysis
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- 1 00:00 - Demo
- 2 00:36 - Welcome
- 3 02:01 - Architecture of our RAG
- 4 04:50 - Live "AI Engineering" Boot Camp on MLExpert.io
- 5 05:45 - Project structure and config
- 6 07:30 - Uploading files
- 7 08:21 - File ingestion retrieval - chunking, contextual retrieval, embeddings, bm25, reranking
- 8 16:49 - Chatbot Ollama, LangGraph workflow, streaming, sources, chat history
- 9 23:56 - App UI with Streamlit
- 10 26:35 - Test our RAG chat with blog post
- 11 29:14 - Conclusion
