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

# Using Tools from ACI

You can also check this cookbook in colab [here](https://colab.research.google.com/drive/1vMdwL4MZdWk8O8vFwc9ROuC1KtynFfSi?usp=sharing)

[ACI.dev](https://github.com/aipotheosis-labs/aci) is the open source platform that connects your AI agents to 600+ tool integrations. Integrate [ACI.dev](https://www.aci.dev/docs/introduction/overview) with CAMEL agents to let them seamlessly interact with these external apps.

⭐ <i>Star us on [*Github*](https://github.com/camel-ai/camel), join our [*Discord*](https://discord.camel-ai.org) or follow our [*X*](https://x.com/camelaiorg)</i>

*Goal: Star a repository on GitHub with natural language & CAMEL Agent*

### Install Packages & Connect a Tool

Integrate ACI with CAMEL agents to let them seamlessly interact with external apps.

Ensure you have the necessary packages installed and connect your GitHub account to allow your CAMEL-AI agents to utilize GitHub functionalities on [*ACI.dev*](https://platform.aci.dev/apps).

```python theme={"system"}
# Run command
%pip install "camel-ai[all]==0.2.59"
```

### Prepare your environment by initializing necessary imports from CAMEL.

```python theme={"system"}
from camel.agents import ChatAgent
from camel.models import ModelFactory
from camel.toolkits import ACIToolkit
from camel.types import ModelPlatformType, ModelType
```

### Provide the API key and the LINKED\_ACCOUNT\_OWNER from [*ACI.dev*](https://platform.aci.dev/apps) to the SDK.

```python theme={"system"}
import os
from getpass import getpass

# Prompt for the API key securely
openai_api_key = getpass('Enter your API key: ')
os.environ["OPENAI_API_KEY"] = openai_api_key
# Prompt for the ACI key securely
aci_api_key = getpass('Enter your ACI API key: ')
os.environ["ACI_API_KEY"] = aci_api_key
# Prompt for your linked account owner id securely
linked_account_owner_id = getpass('Enter your linked account owner id: ')
os.environ["LINKED_ACCOUNT_OWNER"] = linked_account_owner_id
```

### Let’s run CAMEL agents with tools from ACI!

```python theme={"system"}
# Get the value of the environment variable "LINKED_ACCOUNT_OWNER"
LINKED_ACCOUNT_OWNER = os.getenv("LINKED_ACCOUNT_OWNER")

# Check if the environment variable was set
if LINKED_ACCOUNT_OWNER is None:
    raise ValueError("LINKED_ACCOUNT_owner environment variable is not set.")
```

```python theme={"system"}
# Initialize ACI Toolkit with GitHub integration
aci_toolkit = ACIToolkit(linked_account_owner_id=LINKED_ACCOUNT_OWNER)

# Create default model instance
model = ModelFactory.create(
    model_platform=ModelPlatformType.DEFAULT,
    model_type=ModelType.DEFAULT,
)

# Set up chat agent with GitHub tools
chat_agent = ChatAgent(
    model=model,
    tools=aci_toolkit.get_tools(),  # GitHub tools enabled
)
```

```python theme={"system"}
# Execute GitHub star command
response = chat_agent.step("star the repo camel-ai/camel")
print(response)
```

That's everything: Got questions about 🐫 CAMEL-AI? Join us on [Discord](https://discord.camel-ai.org)! Whether you want to share feedback, explore the latest in multi-agent systems, get support, or connect with others on exciting projects, we’d love to have you in the community! 🤝

Check out some of our other work:

1. 🐫 Creating Your First CAMEL Agent [free Colab](https://docs.camel-ai.org/cookbooks/create_your_first_agent.html)

2. Graph RAG Cookbook [free Colab](https://colab.research.google.com/drive/1uZKQSuu0qW6ukkuSv9TukLB9bVaS1H0U?usp=sharing)

3. 🧑‍⚖️ Create A Hackathon Judge Committee with Workforce [free Colab](https://colab.research.google.com/drive/18ajYUMfwDx3WyrjHow3EvUMpKQDcrLtr?usp=sharing)

4. 🔥 3 ways to ingest data from websites with Firecrawl & CAMEL [free Colab](https://colab.research.google.com/drive/1lOmM3VmgR1hLwDKdeLGFve_75RFW0R9I?usp=sharing)

5. 🦥 Agentic SFT Data Generation with CAMEL and Mistral Models, Fine-Tuned with Unsloth [free Colab](https://colab.research.google.com/drive/1lYgArBw7ARVPSpdwgKLYnp_NEXiNDOd-?usp=sharingg)

Thanks from everyone at 🐫 CAMEL-AI

<div style={{ display: "flex", justifyContent: "center", alignItems: "center", gap: "1rem", marginBottom: "2rem" }}>
  <a href="https://www.camel-ai.org/">
    <img src="https://i.postimg.cc/KzQ5rfBC/button.png" width="150" alt="CAMEL Homepage" />
  </a>

  <a href="https://discord.camel-ai.org">
    <img src="https://i.postimg.cc/L4wPdG9N/join-2.png" width="150" alt="Join Discord" />
  </a>
</div>

⭐ *Star us on [GitHub](https://github.com/camel-ai/camel), join our [Discord](https://discord.camel-ai.org), or follow us on [X](https://x.com/camelaiorg)*

***