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For agents: PraisonAI docs for a framework to build multi-agent AI systems with agent teams, flows, tools, and a desktop app, plus SDK quickstarts and installation guides.

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The beginning of the file, from our validated copy saved 2026-10-26T00:03:46.435Z. Cached copy · Source on praison.ai

# PraisonAI

## Docs

- [Home](https://praison.ai/docs/to-site.md)
- [Praison AI](https://praison.ai/docs/index.md)
- [Introduction](https://praison.ai/docs/introduction.md)
- [Installation](https://praison.ai/docs/installation.md)
- [Quick Start](https://praison.ai/docs/quickstart.md)
- [Windows SDK Quickstart](https://praison.ai/docs/features/windows-sdk-quickstart.md)
- [Quick Install](https://praison.ai/docs/install/quickstart.md)
- [macOS Desktop App](https://praison.ai/docs/features/desktop-macos.md)
- [Desktop App](https://praison.ai/docs/install/desktop.md)
- [Installer Internals](https://praison.ai/docs/install/installer.md)
- [Isolation Backends](https://praison.ai/docs/install/isolation-backends.md)
- [praisonai upgrade](https://praison.ai/docs/features/praisonai-upgrade.md)
- [praisonai uninstall](https://praison.ai/docs/features/praisonai-uninstall.md)
- [Update Hint](https://praison.ai/docs/features/praisonai-update-hint.md)
- [Agents](https://praison.ai/docs/concepts/agents.md)
- [Core Components](https://praison.ai/docs/concepts/core-components.md)
- [AgentTeam](https://praison.ai/docs/concepts/agentteam.md)
- [AgentFlow](https://praison.ai/docs/concepts/agentflow.md)
- [AgentOS](https://praison.ai/docs/concepts/agentos.md)
- [PraisonAI Claw](https://praison.ai/docs/concepts/claw.md)
- [BotOS](https://praison.ai/docs/concepts/bot-os.md)
- [Agent Tasks](https://praison.ai/docs/concepts/tasks.md)
- [Agent Process Types](https://praison.ai/docs/concepts/process.md)
- [AI Agents with Tools](https://praison.ai/docs/concepts/tools.md)
- [AI Agents with Context](https://praison.ai/docs/concepts/context.md)
- [AI Agents with Memory](https://praison.ai/docs/concepts/memory.md)
- [AI Agents with Knowledge](https://praison.ai/docs/concepts/knowledge.md)
- [RAG (Retrieval Augmented Generation)](https://praison.ai/docs/concepts/rag.md)
- [Agent Planning](https://praison.ai/docs/concepts/planning.md)
- [Agent Reflection](https://praison.ai/docs/concepts/reflection.md)
- [Agent Skills](https://praison.ai/docs/concepts/skills.md)
- [Agent Hooks](https://praison.ai/docs/concepts/hooks.md)
- [Agent Autonomy](https://praison.ai/docs/concepts/autonomy.md)
- [Autonomy vs Interactive](https://praison.ai/docs/concepts/autonomy-vs-interactive.md)
- [Ralph Loops](https://praison.ai/docs/concepts/ralph-loops.md)
- [Agent Output](https://praison.ai/docs/concepts/output.md)
- [Agent Execution](https://praison.ai/docs/concepts/execution.md)
- [Budget Management](https://praison.ai/docs/concepts/budget.md)
- [Agent Caching](https://praison.ai/docs/concepts/caching.md)
- [Prompt Templates](https://praison.ai/docs/concepts/templates.md)
- [Agent Templates](https://praison.ai/docs/concepts/recipes.md)
- [Web](https://praison.ai/docs/concepts/web.md)
- [Agent MCP Integration](https://praison.ai/docs/concepts/mcp.md)
- [Agent Handoffs](https://praison.ai/docs/concepts/handoffs.md)
- [Approval](https://praison.ai/docs/concepts/approval.md)
- [Agent Guardrails](https
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