#rag #generativeai #vectordatabases #qdrant #gemini #aiengineering #semanticsearch #buildinpublic #learningbybuilding | Aayush Pal
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#rag #generativeai #vectordatabases #qdrant #gemini #aiengineering #semanticsearch #buildinpublic #learningbybuilding | Aayush Pal
Built a complete RAG (Retrieval-Augmented Generation) system from scratch. Recently, I worked on designing and implementing a RAG pipeline, focusing on how real-world AI systems actually retrieve information — not just keyword matching. Here’s how I structured the system: 🔹 Data Indexing Pipeline Started by chunking a large PDF (MySQL ...
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