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Datadog’s LLM Observability Python SDK provides integrations that automatically trace and annotate calls to LLM frameworks and libraries. Without changing your code, you can get out-of-the-box traces and observability for calls that your LLM application makes to the following frameworks:
In addition to capturing latency and errors, the integrations capture the input parameters, input and output messages, and token usage (when available) of each traced call.
Enabling and disabling integrations
All integrations are enabled by default.
To disable all integrations, use the in-code SDK setup and specify integrations_enabled=False.