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What is RAG in AI | RAG Explained with Examples | RAG Tutorial for Beginners #ai #aivideos
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RAG Pipeline What actually happens inside a RAG pipeline? ๐Ÿค– RAG is more than just โ€œgiving an AI access to your documents.โ€ Hereโ€™s the journey: ๐Ÿ“„ Documents โ†’ โœ‚๏ธ Chunks โ†’ ๐Ÿ”ข Embeddings โ†’ ๐Ÿ—„๏ธ Vector Database โ†’ ๐Ÿ” Retrieval โ†’ ๐Ÿง  LLM โ†’ โœ… Final Answer The key idea? Retrieve the right information โ†’ Augment the prompt โ†’ Generate a better answer. RAG is becoming one of the most useful patterns for building AI applications that work with private and changing data. This is part of my TechTales AI Enginee
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