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LLM Applications

5 stories

Stories

  • How to Build a Cheap, Yet Reliable Model Router With Jev

    Model routing can finally be a design choice rather than a system enhancement The post How to Build a Cheap, Yet Reliable Model Router With Jev appeared first on Towards Data Science.

    Towards Data Science7 min read

  • Can an Apartment Search Agent Call the Model Fewer Times and Still Find Good Matches?

    I traced 2,500 listing checks with Weights & Biases Weave, removed avoidable model work one change at a time, and scored every version against the same answers. The post Can an Apartment Search Agent Call the Model Fewer Times and Still Find Good Matches? appeared first on Towards Data Science.

    Towards Data Science29 min read

  • RAG Isn't an Agent — I Built the Layer Between Retrieval and Action

    RAG retrieves. Agents act. I built both separately, connected them explicitly, and ran the same nine tasks through all three systems. The post RAG Isn't an Agent — I Built the Layer Between Retrieval and Action appeared first on Towards Data Science.

    Towards Data Science21 min read

  • Beyond RAGs: Building Actually Truthful AI Harnesses

    Retrieval is not evidence. How to build AI that proves its own claims. The post Beyond RAGs: Building Actually Truthful AI Harnesses appeared first on Towards Data Science.

    Towards Data Science12 min read

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