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Sequential, conditional, loop, and hierarchical manager patterns for orchestrating multi-step agent tasks.
Distinct from Agent Task Execution: Distinct from Agent Task Execution: focuses on specific orchestration patterns (sequential, conditional, loops, hierarchy) rather than general execution.
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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
Execute agent tasks sequentially, in workflows with conditions and loops, or via a hierarchical manager agent for dynamic orchestration.