Completed
00:00 - What is RAG?
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Classroom Contents
What is RAG? The Complete Tutorial - From Scratch to Deployed API on Production - LangChain and Ollama
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- 1 00:00 - What is RAG?
- 2 05:58 - Project setup and dependencies
- 3 07:04 - Build a retriever
- 4 10:52 - Simple RAG
- 5 13:25 - Chat with PDF file
- 6 15:31 - Tracing and observability with MLflow
- 7 19:00 - RAG Rest API with FastAPI
- 8 24:02 - Docker container and compose
- 9 25:56 - Deploy to production
- 10 28:36 - Conclusion
