Topic: retrieval-augmented generation
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Uptime’s AI-in-a-Box: Enterprise AI Without the Cloud
Uptime Industries launched Lemony, a self-contained generative AI system that operates offline, supporting up to five users per unit with preconfigured large language models. Lemony features scalable architecture, allowing multiple nodes to be clustered for up to 50 users, with built-in failover ...
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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
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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