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AgentOps-AI/agentops

A Python SDK and platform for comprehensive observability, monitoring, and cost management of AI agents and LLM applications.

Core Features

Step-by-step agent execution graphs for debugging

LLM cost tracking and management

Native integrations with major AI agent frameworks

Self-hosting capability for private cloud deployment

Quick Start

pip install agentops

Detailed Introduction

AgentOps is an open-source Python SDK and observability platform designed to empower developers in building, evaluating, and monitoring AI agents from prototype to production. It provides critical functionalities such as step-by-step agent execution graphs for debugging, detailed LLM cost tracking, and seamless integrations with popular AI agent frameworks like CrewAI, LangChain, and AutoGen. By offering comprehensive insights into agent behavior and resource consumption, AgentOps helps optimize performance, reduce costs, and accelerate the development lifecycle of complex AI applications.