## 🚀🔗 Leveraging CamelAI with Composio
Facilitate the integration of Camel Agents with Composio to empower the agents to directly interact with external applications, broadening their capabilities and application scope.
### Objective
- **Automate starring a GitHub repository** using conversational instructions via Camel's Tool Usage ability.
### Installation and Setup
Ensure you have the necessary packages installed and connect your GitHub account to allow your agents to utilize GitHub functionalities.
```bash
# Install Composio LangChain package
pip install composio-camel
# Connect your GitHub account
composio-cli add github
# View available applications you can connect with
composio-cli show-apps
```
### Usage Steps
#### 1. Import Base Packages
Prepare your environment by initializing necessary imports from Composio & Camel.
```python
from colorama import Fore
from camel.agents import ChatAgent
from camel.configs import ChatGPTConfig
from camel.messages import BaseMessage
from camel.models import ModelFactory
from camel.types import ModelPlatformType, ModelType
from camel.utils import print_text_animated
from composio_camel import ComposioToolSet, Action
```
### Step 2: Integrating GitHub Tools with Composio
This step involves fetching and integrating GitHub tools provided by Composio, enabling enhanced functionality for Camel operations.
```python
composio_toolset = ComposioToolSet()
tools = composio_toolset.get_actions(
actions=[Action.GITHUB_STAR_A_REPOSITORY_FOR_THE_AUTHENTICATED_USER]
)
```
### Step 3: Camel Agent Setup
This step involves configuring and executing the agent to carry out actions, such as starring a GitHub repository.
```python
# set up LLM model
assistant_model_config = ChatGPTConfig(
temperature=0.0,
tools=tools,
)
model = ModelFactory.create(
model_platform=ModelPlatformType.OPENAI,
model_type=ModelType.GPT_3_5_TURBO,
model_config_dict=assistant_model_config.__dict__,
)
# set up agent
assistant_sys_msg = BaseMessage.make_assistant_message(
role_name="Developer",
content=(
"You are a programmer as well an experienced github user. "
"When asked given a instruction, "
"you try to use available tools, and execute it"
),
)
agent = ChatAgent(
assistant_sys_msg,
model,
tools=tools,
)
agent.reset()
```
### Step 4: Execute with your prompt/task.
Execute the following code to execute the agent, ensuring that the intended task has been successfully completed.
```python
prompt = (
"I have created a new Github Repo,"
"Please star my github repository: camel-ai/camel"
)
user_msg = BaseMessage.make_user_message(role_name="User", content=prompt)
print(Fore.YELLOW + f"user prompt:\n{prompt}\n")
response = agent.step(user_msg)
for msg in response.msgs:
print_text_animated(Fore.GREEN + f"Agent response:\n{msg.content}\n")
```
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"description": "## \ud83d\ude80\ud83d\udd17 Leveraging CamelAI with Composio\n\nFacilitate the integration of Camel Agents with Composio to empower the agents to directly interact with external applications, broadening their capabilities and application scope.\n\n### Objective\n\n- **Automate starring a GitHub repository** using conversational instructions via Camel's Tool Usage ability.\n\n### Installation and Setup\n\nEnsure you have the necessary packages installed and connect your GitHub account to allow your agents to utilize GitHub functionalities.\n\n```bash\n# Install Composio LangChain package\npip install composio-camel\n\n# Connect your GitHub account\ncomposio-cli add github\n\n# View available applications you can connect with\ncomposio-cli show-apps\n```\n\n### Usage Steps\n\n#### 1. Import Base Packages\n\nPrepare your environment by initializing necessary imports from Composio & Camel.\n\n```python\nfrom colorama import Fore\n\nfrom camel.agents import ChatAgent\nfrom camel.configs import ChatGPTConfig\nfrom camel.messages import BaseMessage\nfrom camel.models import ModelFactory\nfrom camel.types import ModelPlatformType, ModelType\nfrom camel.utils import print_text_animated\nfrom composio_camel import ComposioToolSet, Action\n```\n\n### Step 2: Integrating GitHub Tools with Composio\n\nThis step involves fetching and integrating GitHub tools provided by Composio, enabling enhanced functionality for Camel operations.\n```python\ncomposio_toolset = ComposioToolSet()\ntools = composio_toolset.get_actions(\n actions=[Action.GITHUB_STAR_A_REPOSITORY_FOR_THE_AUTHENTICATED_USER]\n)\n```\n\n### Step 3: Camel Agent Setup\n\nThis step involves configuring and executing the agent to carry out actions, such as starring a GitHub repository.\n\n```python\n# set up LLM model\nassistant_model_config = ChatGPTConfig(\n temperature=0.0,\n tools=tools,\n)\n\nmodel = ModelFactory.create(\n model_platform=ModelPlatformType.OPENAI,\n model_type=ModelType.GPT_3_5_TURBO,\n model_config_dict=assistant_model_config.__dict__,\n)\n\n\n# set up agent\nassistant_sys_msg = BaseMessage.make_assistant_message(\n role_name=\"Developer\",\n content=(\n \"You are a programmer as well an experienced github user. \"\n \"When asked given a instruction, \"\n \"you try to use available tools, and execute it\"\n ),\n)\n\nagent = ChatAgent(\n assistant_sys_msg,\n model,\n tools=tools,\n)\nagent.reset()\n```\n\n### Step 4: Execute with your prompt/task.\n\nExecute the following code to execute the agent, ensuring that the intended task has been successfully completed.\n\n```python\nprompt = (\n \"I have created a new Github Repo,\"\n \"Please star my github repository: camel-ai/camel\"\n)\nuser_msg = BaseMessage.make_user_message(role_name=\"User\", content=prompt)\nprint(Fore.YELLOW + f\"user prompt:\\n{prompt}\\n\")\n\nresponse = agent.step(user_msg)\nfor msg in response.msgs:\n print_text_animated(Fore.GREEN + f\"Agent response:\\n{msg.content}\\n\")\n\n```\n",
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