#90 · Primary category: MLOps & Evaluation

openlit

ai-observability amd-gpu clickhouse distributed-tracing genai gpu-monitoring grafana langchain llmops llms metrics monitoring-tool nvidia-smi observability open-source openai opentelemetry otlp python tracing

Open source platform for AI Engineering: OpenTelemetry-native LLM Observability, GPU Monitoring, Guardrails, Evaluations, Prompt Management, Vault, Playground. 🚀💻 Integrates with 50+ LLM Providers, VectorDBs, Agent Frameworks and GPUs.

Project last updated:08/29/26

GitHub Stars

2.7K

Forks

366

Contributors

106

License

Apache-2.0

Why we included this project

Teams building LLM features usually end up with one tool for tracing, another for cost, a third for evals, and a separate place to manage prompts. OpenLIT bundles those jobs into one self-hosted platform that emits standard OpenTelemetry traces from Python, TypeScript, or Go services and shows them on a single dashboard. It connects to more than fifty LLM providers, vector databases, and agent frameworks, which makes it a reasonable fit for heterogeneous stacks rather than a single vendor's SDK. The rule engine and eleven automated evaluation types cover hallucination, toxicity, and faithfulness checks without a separate judging pipeline, and the built-in vault keeps API keys in one place. For a small team without platform engineers, that combination is a practical way to get observability, evaluations, and prompt management running together.

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