README.md

metadata

title: AgentGraph
emoji: 🕸️
colorFrom: purple
colorTo: indigo
sdk: docker
pinned: false
license: mit
app_port: 7860

🕸️ AgentGraph

A comprehensive agent monitoring and knowledge graph extraction system for understanding AI agent behavior and decision-making processes.

Features

• 📊 Real-time Agent Monitoring: Track agent behavior and performance metrics
• 🕸️ Knowledge Graph Extraction: Extract and visualize knowledge graphs from agent traces
• 📈 Interactive Dashboards: Comprehensive monitoring and analytics interface
• 🔄 Trace Analysis: Analyze agent execution flows and decision patterns
• 🎨 Graph Visualization: Beautiful interactive knowledge graph visualizations

Usage

1. Upload Traces: Import agent execution traces
2. Extract Knowledge: Automatically generate knowledge graphs
3. Analyze & Visualize: Explore graphs and patterns
4. Monitor Performance: Track system health and metrics

Technology Stack

• Backend: FastAPI + Python
• Frontend: React + TypeScript + Vite
• Knowledge Extraction: Multi-agent CrewAI system
• Visualization: Interactive graph components

Built with ❤️ for AI agent research and monitoring.