Master RAG: Ultimate Retrieval-Augmented Generation Course
Master RAG: Ultimate Retrieval-Augmented Generation Course
3.2K viewsAug 22, 2024
git.ir
🔥 I spent 2 weeks simplifying RAG. Here’s the clearest breakdown you’ll ever see .. RAG turns a general LLM into a domain expert using your knowledge. 💡 What is RAG ? Retrieval-Augmented Generation (RAG) is the process of optimizing the output of a large language model, so it references an authoritative knowledge base outside of its training data sources before generating a response. RAG has 3 major steps: 1️⃣ Retrieve: Find relevant information from your own data using embeddings vector searc
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🔥 I spent 2 weeks simplifying RAG. Here’s the clearest breakdown yo…
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FacebookNavoki
What is retrieval-augmented generation (RAG)?
What is retrieval-augmented generation (RAG)?
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🔥 How to Learn RAG in 2024: Go from Beginner to Expert (Step by Step) 🚀
🔥 How to Learn RAG in 2024: Go from Beginner to Expert (Step by Step) 🚀
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dev.to
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 response us
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