Tag: AI/ML
All the articles with the tag "AI/ML".
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An Evening, An agent, and The Ganesh Utsav
Updated:Pune's Ganesh Utsav is easy to celebrate, but not always easy to navigate. So I built a simple, ad-free guide to help people find Ganpatis, aartis, and routes, right when they need them.
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RAG Is Not Just Chunking → Embedding → Retrieval → Generation
Updated:RAG is more than chunking, embedding, retrieval, and generation. See the steps in between: parsing, reranking, and relevance checks, and where each one fails.
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Docling: an AI-powered document pipeline for LLMs and RAG
Updated:Still using basic PDF parsers? Docling adds layout detection, table reconstruction, and semantic chunking for modern LLM pipelines.
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Deep Dive into Semantic Chunking for RAG
Updated:Most RAG pipelines fail because of bad chunking, not the model. This post covers how semantic chunking, splitting text by meaning instead of size, improves retrieval accuracy.