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Documentation Index

Fetch the complete documentation index at: https://docs.praison.ai/llms.txt

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endpoints

AI Agents Framework Unified Endpoints Module Provides unified discovery, provider adapters, and server utilities for all PraisonAI serve features. Provider Types:
  • recipe: Recipe runner endpoints
  • agents-api: Single/multi-agent HTTP API
  • mcp: MCP server (stdio, http, sse)
  • tools-mcp: Tools exposed as MCP server
  • a2a: Agent-to-agent protocol
  • a2u: Agent-to-user event stream
Architecture:
  • Discovery schema is versioned and consistent across all providers
  • Provider adapters abstract protocol differences
  • CLI client uses unified discovery for list/describe/invoke/health

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Import

from praisonai import endpoints

Endpoints Code

Agent API Launch