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Measure execution time, CPU, memory, token usage, and cache metrics for agent and asynchronous operations.
Distinct from Performance Profiling: Distinct from Agent Performance Profilers: focuses additionally on token usage, CPU, and cache metrics for async operations.
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PraisonAI is an autonomous AI agent platform that coordinates multiple LLM-powered agents for research, planning, and execution of complex workflows. It functions as a multi-agent orchestration framework, a workflow builder, and a Model Context Protocol server, while also providing retrieval-augmented generation through vector knowledge bases. Agents can interact via CLI, web, or standardized protocols with sandboxed code execution. The platform distinguishes itself with a rich set of agent communication protocols, including A2A, REST, WebSocket, voice and telephony integration, and MCP, allo
Monitors execution time, CPU, memory, token usage, and cache metrics for agent and async operations.