Blog posts authored by Krishna Jain at TO THE NEW Blog https://www.tothenew.com/blog Wed, 12 Aug 2026 14:19:46 +0000 en-US hourly 1 https://wordpress.org/?v=6.2.2 From Naive RAG to Production-Grade Agent: The 6-Stage Architecture of an Enterprise AI Assistant https://www.tothenew.com/blog/from-naive-rag-to-production-grade-agent-the-6-stage-architecture-of-an-enterprise-ai-assistant/ https://www.tothenew.com/blog/from-naive-rag-to-production-grade-agent-the-6-stage-architecture-of-an-enterprise-ai-assistant/#respond Mon, 10 Aug 2026 05:48:20 +0000 https://www.tothenew.com/blog/?p=81279 Introduction Large Language Model (LLM) applications are evolving beyond single prompt-and-response setups. While basic Retrieval-Augmented Generation (RAG) scripts work well for simple Q&A over documents, real-world enterprise environments demand a much broader set of capabilities.In production, enterprise data is inherently fragmented: HR policies reside in unstructured PDFs, workforce metrics live in relational databases (SQL), and […]

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