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

# Camel-AI

Camel-AI is an open-source framework for building intelligent agents. It allows you to create, customize, and deploy multi-agent systems efficiently.

## Prerequisites

* A SambaCloud API key\
  Get one by creating a [SambaCloud account](https://cloud.sambanova.ai/apis) and generating an API key from the **API Keys** tab.
* Python 3.9 or later

## Installation and setup

1. Create a virtual environment

   ```bash
   python -m venv .venv 
   source .venv/bin/activate
   ```
2. Install the required libraries

   ```bash
   pip install camel-ai[all] starlette nest_asyncio jupyter ipywidgets
   ```

## Example notebook

You can explore an example notebook that demonstrates how to build a Customer Service Discord Bot using Camel-AI, Qwen models served by SambaCloud, Firecrawl, and Qdrant:

* [Customer Service Discord Bot with Agentic RAG](https://github.com/sambanova/integrations/blob/main/camel/Customer_Service_Discord_Bot_with_Agentic_RAG_Powered_by_Qwen_models_served_by_SambaNova%2C_using_%F0%9F%90%AB_CAMEL%2C_Firecrawl_%26_Qdrant_.ipynb)

This hands-on guide is a great way to get started with Camel-AI’s capabilities.

<img src="https://mintcdn.com/s2gp1o6hatjv6y4/oklJORWUVvpbyEf9/images/docs/integrations/camelAI/camelAI1.png?fit=max&auto=format&n=oklJORWUVvpbyEf9&q=85&s=464b34e3c92e0c7fd0c07eeb99d51ebc" alt="" width="1280" height="720" data-path="images/docs/integrations/camelAI/camelAI1.png" />

## Camel documentation

See the official [camel documentation](https://camelai.com/docs/getting-started/overview) for more details.