{"repo":"ansarifaisal12/Agent_Mont","free":true,"listed":false,"github":"https://github.com/ansarifaisal12/Agent_Mont","clone":"git clone https://github.com/ansarifaisal12/Agent_Mont.git","description":"Comprehensive metrics, insights, and visualization for Agno and Crew AI applications","language":"Python","stars":26,"topics":["aiagent","evaluation-metrics","generative-ai","llm","monitoring"],"license":"MIT","category":"ai-agents","readme_excerpt":"Agent Mont Advanced Monitoring for AI Agents Comprehensive metrics, insights, and visualization for Agno and Crew AI applications --- 📊 Overview Agent Mont is an advanced AgentOps monitoring library designed specifically for Agno and Crew AI applications. It provides real-time insights into your AI agents' performance, resource utilization, and environmental impact. ✨ Key Features - 📝 Token Tracking - Precise accounting of input, output, and total tokens - 💰 Cost Analysis - Real-time cost calculation based on model-specific pricing - ⚡ Performance Metrics - Detailed execution time and resource utilization - 🔄 Throughput Monitoring - Tokens processed per second and operation latency - 🌱 Environmental Impact - Carbon emission estimates for responsible AI deployment - 📋 Comprehensive Logging - Detailed operational logs for debugging and analysis - 📊 Interactive Visualization - CLI summaries and Streamlit dashboard for visual insights 🚀 Installation 🔍 Usage Basic Example Integration with Crew AI 📖 API Reference AgentMont Initialization Core Methods Method Description -------- ------------- start() Begin resource and metric monitoring end() Stop monitoring and compute all metrics set token counts(input text, output text) Set token usage based on text measure operation(func, args, kwargs) Wrap a function call to record its latency set token usage from crew output(crew output) Extract token usage from a CrewOutput visualize(method) Visualize metrics using CLI or Streamlit ","default_branch":null,"files":null,"tree":[],"storefront":"/r/ansarifaisal12","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/ansarifaisal12/Agent_Mont/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}