open-telemetry/semantic-conventions-genai

OpenTelemetry Instrumentation for AI Observability

OTel Weaver lets you easily develop, validate, document, and deploy semantic conventions

Open-source observability for your GenAI or LLM application, based on OpenTelemetry

Defines standards for generating consistent, accessible telemetry across a variety of domains

OpenLIT is the open-source agent harness engineering platform: trace, evaluate, guard, and improve everything around the model in your AI agents, on OTEL.

Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.

🪢 Langfuse Python SDK

Python SDK for AI agent monitoring, LLM cost tracking, benchmarking, and more. Integrates with most LLMs and agent frameworks including CrewAI, Agno, OpenAI Agents SDK, Langchain, Autogen, AG2, and CamelAI

Langtrace 🔍 is an open-source, Open Telemetry based end-to-end observability tool for LLM applications, providing real-time tracing, evaluations and metrics for popular LLMs, LLM frameworks, vectorDBs and more.. Integrate using Typescript, Python. 🚀💻📊