Adaptive Reliability Layer decides when to retrain a model based on drift signals and delayed labels.
Traceloop OpenLLMetry
OpenLLMetry provides OpenTelemetry-based observability for generative AI and large language model applications.
About Traceloop OpenLLMetry
Traceloop OpenLLMetry is an open-source set of OpenTelemetry extensions for LLM and generative AI applications, built and maintained by Traceloop under the Apache 2.0 license. It provides a Python SDK installed with pip install traceloop-sdk and started with Traceloop.init(), which outputs standard OpenTelemetry data. Instrumentations can be added directly when OpenTelemetry is already set up.
Pricing is not clearly stated.
Key features
- Instrumentations for LLM providers including OpenAI and Anthropic
- Instrumentations for vector databases including Chroma, Pinecone, Qdrant and Weaviate
- Instrumentations for frameworks including LangChain and LlamaIndex
- Connects to existing observability solutions including Datadog, Honeycomb and Grafana
- Instruments standard OpenTelemetry targets such as databases and API calls
Best for: Teams building an LLM application who already use OpenTelemetry
Traceloop OpenLLMetry at a glance
- Type
- Open-source project
- Pricing
- Not confirmed. Check the site
- Details verified
- Oct 22, 2026 · Official source
- Open source
- Yes · Source code
- Language
- English
- Last checked
- Oct 5, 2026 · Online when checked
- Listed
- Oct 5, 2026
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