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# SmithDB

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  1. langchain.com

    Agent traces stop needing tags: describe a behavior in one sentence, and a decision model reads each trajectory and streams back the matches

    LangSmith has launched AI Search, which retrieves agent traces from a natural-language description of a behavior, such as whether the user got frustrated or whether PII leaked, instead of requiring a preconfigured evaluator or manual review.

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