> ## Documentation Index
> Fetch the complete documentation index at: https://docs.praison.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# Guides

> Step-by-step guides for building with PraisonAI

# Guides

Learn how to build AI agents with PraisonAI through practical, step-by-step guides.

<CardGroup cols={2}>
  <Card title="Single Agent" icon="user" href="/docs/guides/single-agent">
    Build your first AI agent
  </Card>

  <Card title="Multi-Agent Systems" icon="users" href="/docs/guides/multi-agent">
    Orchestrate multiple agents working together
  </Card>

  <Card title="Workflows" icon="diagram-project" href="/docs/guides/workflows/routing">
    Create complex agent workflows
  </Card>

  <Card title="RAG & Knowledge" icon="database" href="/docs/guides/rag/knowledge-base">
    Add knowledge bases to your agents
  </Card>

  <Card title="Persistence" icon="floppy-disk" href="/docs/guides/persistence/overview">
    Save and resume agent sessions
  </Card>

  <Card title="Deployment" icon="cloud" href="/docs/guides/deployment/overview">
    Deploy agents to production
  </Card>
</CardGroup>

## By Topic

### Agent Patterns

* [Single Agent](/docs/guides/single-agent) - Build a single AI agent
* [Multi-Agent Systems](/docs/guides/multi-agent) - Multiple agents working together

### Workflows

* [Routing Workflow](/docs/guides/workflows/routing) - Route tasks to specialized agents
* [Parallel Workflow](/docs/guides/workflows/parallel) - Run agents in parallel
* [Sequential Workflow](/docs/guides/workflows/sequential) - Chain agents sequentially
* [Orchestrator Pattern](/docs/guides/workflows/orchestrator) - Central orchestrator managing agents

### RAG & Knowledge

* [Knowledge Base Setup](/docs/guides/rag/knowledge-base) - Create and configure knowledge bases
* [Chunking Strategies](/docs/guides/rag/chunking) - Optimize document chunking
* [Retrieval Methods](/docs/guides/rag/retrieval) - Configure retrieval strategies

### Persistence

* [Overview](/docs/guides/persistence/overview) - Persistence concepts
* [Database Setup](/docs/guides/persistence/databases) - Configure database backends
* [Session Resume](/docs/guides/persistence/session-resume) - Resume interrupted sessions

### Deployment

* [Overview](/docs/guides/deployment/overview) - Deployment options
* [Docker](/docs/guides/deployment/docker) - Deploy with Docker