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

# Auto Agents • AI Agent SDK

> AutoAgents: Class reference for AutoAgents

# AutoAgents

> Defined in the [**autoagents**](../modules/autoagents) module.

<Badge color="blue">AI Agent</Badge>

```mermaid theme={"theme":{"light":"vitesse-light","dark":"vitesse-dark"}}
%%{init: {'theme': 'base', 'themeVariables': { 'primaryColor': '#8B0000', 'primaryTextColor': '#fff', 'primaryBorderColor': '#710101', 'lineColor': '#189AB4', 'secondaryColor': '#189AB4', 'tertiaryColor': '#fff' }}}%%

graph LR
    input["Input Data"] --> agent["Agent: AutoAgents"]
    agent --> output["Output Result"]
    style agent fill:#8B0000,color:#fff
    style input fill:#8B0000,color:#fff
    style output fill:#8B0000,color:#fff
```

## Constructor

<ParamField query="instructions" type="str" required={true}>
  No description available.
</ParamField>

<ParamField query="tools" type="Optional" required={false}>
  No description available.
</ParamField>

<ParamField query="verbose" type="bool" required={false} default="False">
  No description available.
</ParamField>

<ParamField query="process" type="str" required={false} default="'sequential'">
  No description available.
</ParamField>

<ParamField query="manager_llm" type="Optional" required={false}>
  No description available.
</ParamField>

<ParamField query="max_retries" type="int" required={false} default="5">
  No description available.
</ParamField>

<ParamField query="completion_checker" type="Optional" required={false}>
  No description available.
</ParamField>

<ParamField query="allow_code_execution" type="bool" required={false} default="False">
  No description available.
</ParamField>

<ParamField query="memory" type="bool" required={false} default="True">
  No description available.
</ParamField>

<ParamField query="markdown" type="bool" required={false} default="True">
  No description available.
</ParamField>

<ParamField query="self_reflect" type="bool" required={false} default="False">
  No description available.
</ParamField>

<ParamField query="max_reflect" type="int" required={false} default="3">
  No description available.
</ParamField>

<ParamField query="min_reflect" type="int" required={false} default="1">
  No description available.
</ParamField>

<ParamField query="llm" type="Optional" required={false}>
  No description available.
</ParamField>

<ParamField query="code_execution_mode" type="str" required={false} default="'safe'">
  No description available.
</ParamField>

<ParamField query="embedder_config" type="Optional" required={false}>
  No description available.
</ParamField>

<ParamField query="knowledge_sources" type="Optional" required={false}>
  No description available.
</ParamField>

<ParamField query="use_system_prompt" type="bool" required={false} default="True">
  No description available.
</ParamField>

<ParamField query="cache" type="bool" required={false} default="True">
  No description available.
</ParamField>

<ParamField query="allow_delegation" type="bool" required={false} default="False">
  No description available.
</ParamField>

<ParamField query="step_callback" type="Optional" required={false}>
  No description available.
</ParamField>

<ParamField query="system_template" type="Optional" required={false}>
  No description available.
</ParamField>

<ParamField query="prompt_template" type="Optional" required={false}>
  No description available.
</ParamField>

<ParamField query="response_template" type="Optional" required={false}>
  No description available.
</ParamField>

<ParamField query="max_rpm" type="Optional" required={false}>
  No description available.
</ParamField>

<ParamField query="max_execution_time" type="Optional" required={false}>
  No description available.
</ParamField>

<ParamField query="max_iter" type="int" required={false} default="20">
  No description available.
</ParamField>

<ParamField query="reflect_llm" type="Optional" required={false}>
  No description available.
</ParamField>

<ParamField query="base_url" type="Optional" required={false}>
  No description available.
</ParamField>

<ParamField query="api_key" type="Optional" required={false}>
  No description available.
</ParamField>

<ParamField query="max_agents" type="int" required={false} default="3">
  No description available.
</ParamField>

<ParamField query="autonomy" type="Optional" required={false}>
  No description available.
</ParamField>

<ParamField query="output" type="Optional" required={false}>
  No description available.
</ParamField>

<ParamField query="reflection" type="Optional" required={false}>
  No description available.
</ParamField>

<ParamField query="caching" type="Optional" required={false}>
  No description available.
</ParamField>

<ParamField query="knowledge" type="Optional" required={false}>
  No description available.
</ParamField>

<ParamField query="execution" type="Optional" required={false}>
  No description available.
</ParamField>

<ParamField query="guardrails" type="Optional" required={false}>
  No description available.
</ParamField>

<ParamField query="web" type="Optional" required={false}>
  No description available.
</ParamField>

<ParamField query="hooks" type="Optional" required={false}>
  No description available.
</ParamField>

## Methods

<CardGroup cols={2}>
  <Card title="astart()" icon="function" href="../functions/AutoAgents-astart">
    Async version of start() method.
  </Card>

  <Card title="start()" icon="function" href="../functions/AutoAgents-start">
    Creates tasks based on the instructions, then starts execution.
  </Card>
</CardGroup>

## Source

<Card title="View on GitHub" icon="github" href="https://github.com/MervinPraison/PraisonAI/blob/main/src/praisonai-agents/praisonaiagents/agents/autoagents.py#L41">
  `praisonaiagents/agents/autoagents.py` at line 41
</Card>

***

## Related Documentation

<CardGroup cols={2}>
  <Card title="Agents Concept" icon="robot" href="/docs/concepts/agents" />

  <Card title="Single Agent Guide" icon="book-open" href="/docs/guides/single-agent" />

  <Card title="Multi-Agent Guide" icon="users" href="/docs/guides/multi-agent" />

  <Card title="Agent Configuration" icon="gear" href="/docs/configuration/agent-config" />

  <Card title="Auto Agents" icon="wand-magic-sparkles" href="/docs/features/autoagents" />
</CardGroup>