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opik๐Ÿ“2.0.6๐ŸŒณ Matureโญ18,767

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

llm-rl-environments-lil-course๐Ÿ“main@2026-04-17๐ŸŒฟ Growingโญ57

๐ŸŒฑ A little course on Reinforcement Learning Environments for evaluating and training Language Models

openinference๐Ÿ“python-openinference-instrumentation-google-genai-v0.1.15๐ŸŒฟ Growingโญ913

OpenTelemetry Instrumentation for AI Observability

openlit๐Ÿ“openlit-1.18.1๐ŸŒฟ Growingโญ2,358

Open source platform for AI Engineering: OpenTelemetry-native LLM Observability, GPU Monitoring, Guardrails, Evaluations, Prompt Management, Vault, Playground. ๐Ÿš€๐Ÿ’ป Integrates with 50+ LLM Providers,

monocle๐Ÿ“v0.7.8๐ŸŒฟ Growingโญ72

Monocle is a framework for tracing GenAI app code. This repo contains implementation of Monocle for GenAI apps written in Python.

Ultimate-Agent-Directory๐Ÿ“0.0.0๐ŸŒฑ Seedlingโญ51

๐Ÿค– The most comprehensive directory of AI agent frameworks, platforms, tools, and resources - hundreds of curated entries covering open-source, no-code, enterprise, and autonomous solutions. NEW Boil

mlflow๐Ÿ“v3.11.1๐ŸŒฑ Seedlingโญ25,285

The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while controllin

Anthropic-Cybersecurity-Skills๐Ÿ“v1.2.0๐ŸŒฑ Seedlingโญ4,262

754 structured cybersecurity skills for AI agents ยท Mapped to 5 frameworks: MITRE ATT&CK, NIST CSF 2.0, MITRE ATLAS, D3FEND & NIST AI RMF ยท agentskills.io standard ยท Works with Claude Code, GitHub Cop

ragflow๐Ÿ“v0.24.0๐ŸŒฑ Seedlingโญ77,784

RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs

Qwen-Agent๐Ÿ“v0.0.26๐Ÿ’ค Dormantโญ15,963

Agent framework and applications built upon Qwen>=3.0, featuring Function Calling, MCP, Code Interpreter, RAG, Chrome extension, etc.