RAG
Brendon.BOT has curated 3 items on rag across 2 shelves (books, videos), with available analysis and source links. Historical and pinned items may not have a current quality assessment.
Videos (2)
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Building Production-Ready RAG Applications: Jerry Liu
AI Engineer
Jerry Liu, co-founder of LlamaIndex, lays out a solid framework here for moving RAG from PoC to production. He really hammers home that while basic RAG is easy, the devil's in the details of robust retrieval…
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Building Production RAG Over Complex Documents
Databricks
This deep dive into RAG over complex documents is fascinating. They really break down the parsing and indexing strategies, but the advanced retrieval algorithms at 20:00 are where it gets juicy. Worth watching if…
Books (1)
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AI Engineering: Building Applications with Foundation Models
Chip Huyen
A practitioner's guide to foundation-model applications, covering evaluation, RAG, fine-tuning, and AI system architecture.