- Andrew Hubberman
- Eckhart Tolle
- Matt Walker
- Rhonda Patrick
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Create knowledge dataset
- Choose interviews, lectures or presentations to be used
- Download Youtube videos transcripts
- Separate questions and answes
- Summarize large text (that may be useless)
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Create vectorstore
- Separate documents into chunks
- Choose embedding model and vector database
- Embedd documents and save into vectorstore
- Create visualization in 3d space of documents vectors
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Create RAG pipeline
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Evaluate results
- Evaluate using Comet LLM
- Evaluate using Galileo
- Create RAG monitor dashboard