Purpose of this article is to help you with few steps of commands to provision a new Azure Cosmos DB database instance through Azure CLI or Azure Cloud Shell. Here is the snippet: <# This Bash script should help you create a Azure Cosmos DB instance using Azure CLI with bare minimal configuration #> export […]
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Document Chunking Strategies: Optimizing RAG Retrieval Quality
Introduction: RAG systems live or die by their chunking strategy. Chunk too large and you waste context window space with irrelevant content. Chunk too small and you lose semantic coherence, making it hard for the LLM to understand context. The right chunking strategy depends on your document types, query patterns, and retrieval approach. This guide […]
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