swarms-tools 0.0.3

Paper - Pytorch

Swarms Tools

Welcome to Swarms Tools, the ultimate package for integrating cutting-edge APIs into Python functions with seamless multi-agent system compatibility. Designed for enterprises at the forefront of innovation, Swarms Tools is your key to simplifying complexity and unlocking operational excellence.

---

🚀 Features

• Unified API Integration: Ready-to-use Python functions for financial data, social media, IoT, and more.
• Enterprise-Grade Design: Comprehensive type hints, structured outputs, and robust documentation.
• Agent-Ready Framework: Optimized for seamless integration into Swarms' multi-agent orchestration systems.
• Expandable Architecture: Easily extend functionality with a standardized schema for new tools.

---

🔧 Installation

pip3 install -U swarms-tools

---

📂 Directory Structure

swarms-tools/
├── swarms_tools/
│   ├── financial_data/
│   │   ├── htx_tool.py
│   │   ├── eodh_api.py
│   │   └── coingecko_tool.py
│   ├── social_media/
│   │   ├── telegram_tool.py
│   ├── utilities/
│   │   └── logging.py
├── tests/
│   ├── test_financial_data.py
│   └── test_social_media.py
└── README.md

---

💼 Use Cases

Financial Data Retrieval

Enable precise and actionable financial insights:

Example 1: Fetch Historical Data

from swarms_tools.financial_data.htx_tool import fetch_htx_data

# Fetch historical trading data for "Swarms Corporation"
response = fetch_htx_data("swarms")
print(response)

Example 2: Stock News Analysis

from swarms_tools.financial_data.eodh_api import fetch_stock_news

# Retrieve latest stock news for Apple
news = fetch_stock_news("AAPL")
print(news)

Example 3: Cryptocurrency Metrics

from swarms_tools.financial_data.coingecko_tool import coin_gecko_coin_api

# Fetch live data for Bitcoin
crypto_data = coin_gecko_coin_api("bitcoin")
print(crypto_data)

Social Media Automation

Streamline communication and engagement:

Example: Telegram Bot Messaging

from swarms_tools.social_media.telegram_tool import telegram_dm_or_tag_api

def send_alert(response: str):
    telegram_dm_or_tag_api(response)

# Send a message to a user or group
send_alert("Mission-critical update from Swarms.")

---

🧩 Standardized Schema

Every tool in Swarms Tools adheres to a strict schema for maintainability and interoperability:

Schema Template

1. Functionality:

   • Encapsulate API logic into a modular, reusable function.

2. Typing:

   • Leverage Python type hints for input validation and clarity.

   Example:

   def fetch_data(symbol: str, date_range: str) -> str:
       """
       Fetch financial data for a given symbol and date range.
   
       Args:
           symbol (str): Ticker symbol of the asset.
           date_range (str): Timeframe for the data (e.g., '1d', '1m', '1y').
   
       Returns:
           dict: A dictionary containing financial metrics.
       """
       pass
   

3. Documentation:

   • Include detailed docstrings with parameter explanations and usage examples.

4. Output Standardization:

   • Ensure consistent outputs (e.g., strings) for easy downstream agent integration.

5. API-Key Management:

   • All API keys must be fetched with os.getenv("YOUR_KEY")

---

📖 Documentation

Comprehensive documentation is available to guide developers and enterprises. Visit our official docs for detailed API references, usage examples, and best practices.

---

🛠 Contributing

We welcome contributions from the global developer community. To contribute:

1. Fork the Repository: Start by forking the repository.
2. Create a Feature Branch: Use a descriptive branch name: feature/add-new-tool.
3. Commit Your Changes: Write meaningful commit messages.
4. Submit a Pull Request: Open a pull request for review.

---

🛡️ License

This project is licensed under the MIT License. See the LICENSE file for details.

---

🌠 Join the Future

Explore the limitless possibilities of agent-based systems. Together, we can build a smarter, faster, and more interconnected world.

Visit us: Swarms Corporation
Follow us: Twitter

---

"The future belongs to those who dare to automate it."
— The Swarms Corporation