Topic: retrieval-augmented generation

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  • Google Study: Why RAG Systems Fail & How to Fix Them
    May 23, 2025
    65%

    Google Study: Why RAG Systems Fail & How to Fix Them

    Google researchers introduced the concept of "sufficient context" to evaluate RAG systems, helping determine if LLMs have enough information to answer queries accurately, improving reliability for enterprise applications. RAG systems often fail due to incorrect answers, irrelevant details, or poo...

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  • Mistral AI's New Coding Assistant Rivals GitHub Copilot
    June 4, 2025
    55%

    Mistral AI's New Coding Assistant Rivals GitHub Copilot

    Mistral AI launched **Mistral Code**, an enterprise coding assistant with on-premise deployment, targeting businesses with strict security needs and competing with tools like GitHub Copilot. The platform offers **customization** and **data sovereignty**, adapting to company codebases and ensuring...

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Related Topics

llm-based autorater (1) funding market strategy (1) hallucinations llms (1) development workflows (1) selective generation framework (1) enterprise ai applications (1) model accuracy improvement (1) context classification (1)