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

# Introduction

> Get started with Narada's Python SDK for Agentic Process Automation

## Get Started Quickly

Ready to start using Narada? Follow these guides in order:

<CardGroup cols={3}>
  <Card title="1. Installation" icon="download" href="/documentation/installation">
    Install the Narada Python SDK and Chrome Extension
  </Card>

  <Card title="2. Authentication" icon="key" href="/documentation/authentication">
    Configure your API key
  </Card>

  <Card title="3. Getting Started with the SDK" icon="rocket" href="/documentation/getting-started-with-sdk">
    Build your first automation
  </Card>
</CardGroup>

The Narada platform enables you to:

* **Automate browser tasks** with natural language commands via the [Python SDK](/documentation/getting-started-with-sdk) or [REST API](/api-reference/remote-dispatch)
* **Build custom agents** visually in [Agent Studio](/documentation/agent-studio) or generate them with [Agent Maker](/documentation/agent-maker) and [Imitation Learning](/documentation/imitation-learning)
* **Run in the cloud** with serverless [Cloud Browser Sessions](/documentation/cloud-browser-sessions), no local Chrome needed
* **Extract structured data** using Pydantic models and [JSON schemas](/documentation/structured-output)
* **Connect external tools** via [MCP servers](/documentation/mcp-builder) and the [A2A protocol](/documentation/a2a-and-mcp)
* **Integrate with your tools**: Gmail, Calendar, Slack, Zoom, and more via [Plugins](/documentation/plugins)
* **Run parallel tasks** across multiple browser windows

***

## Welcome to Narada

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Narada AI is a new **agentic process automation platform** that uses Large Action Models to automate complex tools and workflows in the enterprise. Based on new research from the [UC Berkeley AI Lab](https://bair.berkeley.edu/), Narada takes natural language commands and uses agentic reasoning to plan, orchestrate, and execute workflows across siloed tools and ecosystems.

## What Makes Narada Different

### Agentic Process Automation

Narada generates automations on the fly via prompts or voice commands, working via UI agents that operate through the browser if APIs are limited or non-existent. Unlike hard-coded automations, Narada uses agentic reasoning to make automations robust and scalable, adapting and self-healing to constantly changing tool interfaces.

### UC Berkeley Research Foundation

Our technology is built on breakthrough research from UC Berkeley AI Lab:

* **[Plan and Act (ICML '25)](https://arxiv.org/abs/2503.09572)**: SOTA model for WebAgents using text-only, open source models
* **[LLMCompiler (ICML '24)](https://arxiv.org/abs/2312.04511)**: Integrated into [LangChain](https://blog.langchain.dev/llmcompiler/) and [LlamaIndex](https://docs.llamaindex.ai/en/stable/examples/agent/llm_compiler/)
* **[TinyAgent (EMNLP '24)](https://arxiv.org/abs/2409.00608)**: Joint work with Apple achieving GPT-4 accuracy with 1B parameter on-device model
* **[Tool2Vec](https://arxiv.org/abs/2409.02141)**: ToolRAG method for accurate tool retrieval at scale

### Enterprise-Ready

* **On-premises deployment** options for data privacy
* **SOC 2 Type 2 certified** with CASA TIER 2, CCPA, GDPR, and HIPAA compliance
* **No AI training** on private customer data

## Narada in Action

Watch Narada automate real enterprise workflows across different tools and use cases:

### Front-office Tool Orchestration

<CardGroup cols={2}>
  <Card title="Platform Overview" icon="play" href="https://youtu.be/JqOjK27TKH8">
    Complete overview of Narada's capabilities
  </Card>

  <Card title="UI Agent/Operator" icon="robot" href="https://youtu.be/NOgYGCVkb34">
    See the Narada UI Agent in action
  </Card>

  <Card title="Expense Reports Automation" icon="receipt" href="https://youtu.be/YIfuy3aanvs">
    Automating Concur expense reports from Outlook
  </Card>
</CardGroup>

### Back-office Workflow Automation

<CardGroup cols={2}>
  <Card title="Accounts Receivable" icon="dollar-sign" href="https://youtu.be/zb60ZYHTv4E">
    Automated accounts receivable processing
  </Card>

  <Card title="Power Automate Integration" icon="gauge" href="https://youtu.be/lSKPafJh1Hs">
    Narada integration with Microsoft Power Automate
  </Card>

  <Card title="IT Testing" icon="server" href="https://youtu.be/EO7uQ5YnTsc">
    Back office IT tests for Workspace ONE
  </Card>
</CardGroup>

### Market Research & QA Testing

<CardGroup cols={2}>
  <Card title="Market Research" icon="chart-line" href="https://youtu.be/0V6TtKLOXvg">
    BMW pricing market research automation
  </Card>

  <Card title="Rakuten Testing" icon="flask" href="https://youtu.be/2QquyvWgUfs">
    Testing Rakuten deals against specifications
  </Card>

  <Card title="Complex QA Testing" icon="map" href="https://www.youtube.com/watch?v=sM0QL0U13hs">
    Testing online services with complex reasoning
  </Card>
</CardGroup>