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github traceloop openllmetry open source observability for your genai or llm application based on opentelemetry github skip to content navigation menu toggle navigation sign in appearance settings platform ai code creation github copilot write better code with ai github copilot app direct agents from issue to merge mcp registry new integrate external tools developer workflows actions automate any workflow codespaces instant dev environments issues plan and track work code review manage code changes application security github advanced security find and fix vulnerabilities code security secure your code as you build secret protection stop leaks before they start explore why github documentation blog changelog marketplace view all features solutions by company size enterprises small and medium teams startups nonprofits by use case app modernization devsecops devops ci cd view all use cases by industry healthcare financial services manufacturing government view all industries view all 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feedback saved searches use saved searches to filter your results more quickly name query to see all available qualifiers see our documentation cancel create saved search sign in sign up appearance settings resetting focus you signed in with another tab or window reload to refresh your session you signed out in another tab or window reload to refresh your session you switched accounts on another tab or window reload to refresh your session dismiss alert message uh oh there was an error while loading please reload this page traceloop openllmetry public notifications you must be signed in to change notification settings fork 1k star 7 3k code issues 107 pull requests 486 discussions actions projects security and quality 0 insights additional navigation options code issues pull requests discussions actions projects security and quality insights traceloop openllmetry main branches tags go to file code open more actions menu folders and files name name last commit message last commit date latest commit history 1 411 commits 1 411 commits github github img img packages packages scripts scripts cz toml cz toml gitignore gitignore changelog md changelog md claude md claude md code_of_conduct md code_of_conduct md contributing md contributing md governance md governance md license license maintainers md maintainers md readme md readme md security md security md nx json nx json package lock json package lock json package json package json view all files repository files navigation readme code of conduct contributing apache 2 0 license security more items open source observability for your llm application get started slack docs website new our semantic conventions are now part of opentelemetry join the discussion and help us shape the future of llm observability looking for the js ts version check out openllmetry js openllmetry is a set of extensions built on top of opentelemetry that gives you complete observability over your llm application because it uses opentelemetry under the hood it can be connected to your existing observability solutions datadog honeycomb and others it s built and maintained by traceloop under the apache 2 0 license the repo contains standard opentelemetry instrumentations for llm providers and vector dbs as well as a traceloop sdk that makes it easy to get started with openllmetry while still outputting standard opentelemetry data that can be connected to your observability stack if you already have opentelemetry instrumented you can just add any of our instrumentations directly getting started the easiest way to get started is to use our sdk for a complete guide go to our docs install the sdk pip install traceloop sdk then to start instrumenting your code just add this line to your code from traceloop sdk import traceloop traceloop init that s it you re now tracing your code with openllmetry if you re running this locally you may want to disable batch sending so you can see the traces immediately traceloop init disable_batch true supported and tested destinations traceloop axiom azure application insights braintrust dash0 datadog dynatrace google cloud grafana highlight honeycomb hyperdx ibm instana kloudmate laminar new relic opentelemetry collector oracle cloud scorecard service now cloud observability signoz sentry splunk tencent cloud see our docs for instructions on connecting to each one what do we instrument openllmetry can instrument everything that opentelemetry already instruments so things like your db api calls and more on top of that we built a set of custom extensions that instrument things like your calls to openai or anthropic or your vector db like chroma pinecone qdrant or weaviate aleph alpha anthropic bedrock aws cohere google generative ai gemini groq huggingface ibm watsonx ai mistral ai ollama openai azure openai replicate sagemaker aws together ai vertex ai gcp writer vector dbs chroma lancedb marqo milvus pinecone qdrant weaviate frameworks agno aws strands built in otel support crewai haystack langchain langflow langgraph litellm llamaindex openai agents protocol mcp telemetry we no longer log or collect any telemetry in the sdk or in the instrumentations make sure to bump to v0 49 2 and above why we collect telemetry the primary purpose is to detect exceptions within instrumentations since llm providers frequently update their apis this helps us quickly identify and fix any breaking changes we only collect anonymous data with no personally identifiable information you can view exactly what data we collect in our privacy documentation telemetry is only collected in the sdk if you use the instrumentations directly without the sdk no telemetry is collected contributing whether big or small we love contributions ️ check out our guide to see how to get started not sure where to get started you can book a free pairing session with one of our teammates join our slack and ask us any questions there community support slack for live discussion with the community and the traceloop team github discussions for help with building and deeper conversations about features github issues for any bugs and errors you encounter using openllmetry twitter get news fast special thanks to patrickdebois who suggested the great name we re now using for this repo contributors about open source observability for your genai or llm application based on opentelemetry www traceloop com openllmetry topics python open source monitoring metrics ml datascience help wanted observability good first issue artifical intelligence model monitoring opentelemetry open telemetry opentelemetry python llm good first issues generative ai llmops resources readme license apache 2 0 license code of conduct code of conduct contributing contributing security policy security policy uh oh there was an error while loading please reload this page activity custom properties stars 7 3k stars watchers 18 watching forks 1k forks report repository releases 260 0 62 1 latest jun 28 2026 259 releases 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