A New Approach to Optimizing Query Generation in RAG
A New Approach to Optimizing Query Generation in RAG
Sep 9, 2024
medium.com
5.9K views · 431 reactions |  I spent 2 weeks simplifying RAG....
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5.9K views · 431 reactions |  I spent 2 weeks simplifying RAG....
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Aigirl on Instagram: "Here’s the right way to learn RAG step by step 👇 1️⃣ Start with basics – Understand what Retrieval-Augmented Generation actually is and why it’s used. 2️⃣ Learn Vector Databases – Explore tools like FAISS, Pinecone, or Chroma for document storage and retrieval. 3️⃣ Dive into Embeddings – Learn how text is converted into numerical vectors using models like OpenAI or Sentence Transformers. 4️⃣ Understand the RAG Flow – Query → Retrieve relevant context → Generate resp
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