{"library":"traceloop-sdk","type":"library","category":null,"description":"Python SDK for OpenLLMetry — an open-source, OpenTelemetry-based observability library for LLM applications built and maintained by Traceloop. Provides auto-instrumentation for 20+ LLM providers (OpenAI, Anthropic, Gemini, Bedrock, Ollama) and frameworks (LangChain, LlamaIndex, CrewAI), plus manual @workflow/@task/@agent decorators. KEY RELATIONSHIP: traceloop-sdk is the convenience wrapper around OpenLLMetry instrumentation packages. 'openllmetry' is NOT a separate installable package — it's the umbrella project name for the GitHub monorepo. The installable SDK is 'traceloop-sdk'. By default, traces are exported to Traceloop cloud, but the SDK is fully vendor-agnostic via TRACELOOP_BASE_URL — it can export to any OTLP backend (Datadog, Grafana, Jaeger, Honeycomb, etc.) without using Traceloop's platform at all.","language":"python","status":"active","version":"0.52.5","tags":["traceloop","openllmetry","tracing","observability","opentelemetry","llm-monitoring","auto-instrumentation","otel"],"last_verified":"Tue Jun 09","install":[{"cmd":"pip install traceloop-sdk","imports":["from traceloop.sdk import Traceloop","from traceloop.sdk.decorators import workflow, task, agent, tool"]}],"homepage":"https://traceloop.com","github":"https://github.com/traceloop/openllmetry","docs":"https://traceloop.com/docs/openllmetry","changelog":null,"pypi":"https://pypi.org/project/traceloop-sdk/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":60,"avg_install_s":15.3,"avg_import_s":1.71,"wheel_type":"sdist"},"url":"https://checklist.day/v1/registry/traceloop-sdk/compatibility"}}