Oct 7, 2025 · 7 min read · This articles demonstrates two advanced Query Decomposition techniques—Parallel and Iterative decomposition—used to improve document retrieval in a RAG pipeline using LangChain and Google Generative AI. if u don’t know about Query Decomposition visit...
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Oct 1, 2025 · 5 min read · This articles demonstrates three advanced Query Transformation techniques—Multi-Query, RAG Fusion, and HyDE—used to improve document retrieval in a RAG pipeline using LangChain and Google Generative AI. if u don’t know about Query Re-writing visit ou...
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Sep 26, 2025 · 5 min read · if you don’t or less knowledge about RAG, check it out blog first - link unless you can’t get topic What is Query Decomposition Query decomposition is advance RAG techniques used to breaking down complex problem into multiples sub-problems, basicall...
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Sep 25, 2025 · 6 min read · We will now explore some advanced techniques, patterns, and concepts related to RAG. if you don’t or less knowledge about RAG, check it out blog first - link unless you can’t get topic. The problem The Query Translation addresses the fundamental issu...
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Apr 24, 2025 · 3 min read · Have you ever asked a chatbot a simple question and gotten a completely useless answer? That’s not always the model’s fault → sometimes, it just didn’t understand what you really meant. That’s where query transformation comes in. Query transformation...
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Apr 21, 2025 · 3 min read · Parallel Query Retrieval process multiple similar queries at once ( Parallelly ), increasing the context , and improving the chances of finding the more Relevant Context for user Query , resulting in more Accurate Response . Below, first image shows ...
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Apr 19, 2025 · 2 min read · Users often don’t know exactly what they want To optimize Retrieval-Augmented Generation( RAG) “Query Transformation” comes in play. We adjust the users query to an appropriate level of abstraction User’s query maybe too abstract (“Kuch achha bana do...
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