Auto Instrumentation

Automatically collect traces from frameworks and libraries.

Arize natively supports collecting traces generated via OpenInference automatic instrumentation. The supported instrumentations are:

Framework	Openinference Github	Python & JS Libraries
OpenAI	Python Javascript
LlamaIndex	Python Javascript (coming soon)	(coming soon)
Langchain	Python Javascript
MistralAI	Python
DSPy	Python
AWS Bedrock	Python
Autogen	--	--

You can view more examples on the openinference github repo.

GitHub - Arize-ai/openinference: Auto-Instrumentation for AI ObservabilityGitHub

If you want more granular customization for sending traces to Arize using OpenTelemetry, check out this page to see sample code.