https://github.com/openlit/openlit

OpenLIT is an open-source GenAI and LLM observability platform native to OpenTelemetry with traces and metrics in a single application 🔥 🖥 . 👉 Open source GenAI and LLM Application Performance Monitoring (APM) & Observability tool
https://github.com/openlit/openlit

ai-observability anthropic clickhouse distributed-tracing genai grafana langchain llmops llms metrics monitoring-tool observability open-source openai opentelemetry otel otlp python tracing typescipt

Last synced: 2 months ago
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OpenLIT is an open-source GenAI and LLM observability platform native to OpenTelemetry with traces and metrics in a single application 🔥 🖥 . 👉 Open source GenAI and LLM Application Performance Monitoring (APM) & Observability tool

• Host: GitHub
• URL: https://github.com/openlit/openlit
• Owner: openlit
• License: apache-2.0
• Created: 2024-01-23T17:40:59.000Z (5 months ago)
• Default Branch: main
• Last Pushed: 2024-04-18T19:54:55.000Z (2 months ago)
• Last Synced: 2024-04-18T20:59:39.363Z (2 months ago)
• Topics: ai-observability, anthropic, clickhouse, distributed-tracing, genai, grafana, langchain, llmops, llms, metrics, monitoring-tool, observability, open-source, openai, opentelemetry, otel, otlp, python, tracing, typescipt
• Language: Python
• Homepage:
• Size: 18.3 MB
• Stars: 58
• Watchers: 2
• Forks: 7
• Open Issues: 12
• Metadata Files:
  • Readme: README.md
  • Contributing: CONTRIBUTING.md
  • License: LICENSE
  • Code of conduct: CODE_OF_CONDUCT.md
  • Codeowners: CODEOWNERS
  • Security: SECURITY.md

Lists

• my-stars - openlit/openlit - OpenLIT is an open-source LLM Observability tool built on OpenTelemetry. 📈🔥 Monitor GPU performance, LLM traces with input and output metadata, and metrics like cost, tokens, and user interactions along with complete APM for LLM Apps. 🖥️ (Python)
• awesome-observability - OpenLIT - OTel-native Observability and Evals for LLMs & GPUs. (10. Application Performance Monitoring Solutions (APM) / Anomalies Detection)
• awesome-stars - openlit/openlit - OpenLIT is an open-source LLM Observability tool built on OpenTelemetry. 📈🔥 Monitor GPU performance, LLM traces with input and output metadata, and metrics like cost, tokens, and user interactions alo (Python)
• awesome-llmops - OpenLIT - native GenAI and LLM Application Observability tool and provides OpenTelmetry Auto-instrumentation for monitoring LLMs, VectorDBs and Frameworks. It provides valuable insights into token & cost usage, user interaction, and performance related metrics. |  | (LLMOps / Observability)