Advanced RAG 101 build agentic RAG with llama3
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Corrective RAG agent: https://github.com/langchainai/langg...
LlamaParse: https://github.com/runllama/llama_parse
Firecrawl: https://www.firecrawl.dev/
Jerry Liu build productionready RAG: • Building ProductionReady RAG Applica...
⏱ Timestamps
0:00 Intro
1:33 How to give LLM knowledge
3:05 Problem with simple RAG
5:55 Better Parser
9:01 Chunk size
11:40 Rerank
12:39 Hybrid search
13:10 Agentic RAG Query translation
14:35 Agentic RAG metadata filtering
15:52 Agentic RAG Corrective RAG agent
17:33 Install LLama3
18:00 Code walkthrough
About Me
My name is Jason Zhou, a product designer who shares interesting AI experiments & products. Email me if you need help building AI apps! [email protected]
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