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@@ -4,140 +4,109 @@
-# **crewAI Tools**
-Welcome to crewAI Tools! This repository provides a comprehensive guide for setting up sophisticated tools for [crewAI](https://github.com/crewAIInc/crewAI) agents, empowering your AI solutions with bespoke tooling.
+# CrewAI Tools
-In the realm of CrewAI agents, tools are pivotal for enhancing functionality. This guide outlines the steps to equip your agents with an arsenal of ready-to-use tools and the methodology to craft your own.
+Empower your CrewAI agents with powerful, customizable tools to elevate their capabilities and tackle sophisticated, real-world tasks.
-
+CrewAI Tools provide the essential functionality to extend your agents, helping you rapidly enhance your automations with reliable, ready-to-use tools or custom-built solutions tailored precisely to your needs.
-
+---
-[Homepage](https://www.crewai.io/) | [Documentation](https://docs.crewai.com/) | [Chat with Docs](https://chatg.pt/DWjSBZn) | [Examples](https://github.com/crewAIInc/crewAI-examples) | [Discord](https://discord.com/invite/X4JWnZnxPb) | [Discourse](https://community.crewai.com/)
+## Quick Links
-
+[Homepage](https://www.crewai.com/) | [Documentation](https://docs.crewai.com/) | [Examples](https://github.com/crewAIInc/crewAI-examples) | [Community](https://community.crewai.com/)
-
-
-## Table of contents
-
-- [Creating Your Tools](#creating-your-tools)
- - [Subclassing `BaseTool`](#subclassing-basetool)
- - [Utilizing the `tool` Decorator](#utilizing-the-tool-decorator)
-- [Contribution Guidelines](#contribution-guidelines)
-- [Development Setup](#development-setup)
+---
## Available Tools
-crewAI Tools provides a wide range of pre-built tools, including:
+CrewAI provides an extensive collection of powerful tools ready to enhance your agents:
-- File operations (FileWriterTool, FileReadTool)
-- Web scraping (ScrapeWebsiteTool, SeleniumScrapingTool)
-- Database interactions (PGSearchTool, MySQLSearchTool)
-- API integrations (SerperApiTool, EXASearchTool)
-- AI-powered tools (DallETool, VisionTool)
-- And many more!
+- **File Management**: `FileReadTool`, `FileWriteTool`
+- **Web Scraping**: `ScrapeWebsiteTool`, `SeleniumScrapingTool`
+- **Database Integrations**: `PGSearchTool`, `MySQLSearchTool`
+- **API Integrations**: `SerperApiTool`, `EXASearchTool`
+- **AI-powered Tools**: `DallETool`, `VisionTool`
-For a complete list and detailed documentation of each tool, please refer to the individual tool README files in the repository.
+And many more robust tools to simplify your agent integrations.
-## Creating Your Tools
+---
-Tools are always expect to return strings, as they are meant to be used by the agents to generate responses.
+## Creating Custom Tools
-There are three ways to create tools for crewAI agents:
-- [Subclassing `BaseTool`](#subclassing-basetool)
-- [Using the `tool` decorator](#utilizing-the-tool-decorator)
+CrewAI offers two straightforward approaches to creating custom tools:
### Subclassing `BaseTool`
+Define your tool by subclassing:
+
```python
from crewai.tools import BaseTool
class MyCustomTool(BaseTool):
- name: str = "Name of my tool"
- description: str = "Clear description for what this tool is useful for, you agent will need this information to use it."
+ name: str = "Tool Name"
+ description: str = "Detailed description here."
- def _run(self, argument: str) -> str:
- # Implementation goes here
- pass
+ def _run(self, *args, **kwargs):
+ # Your tool logic here
```
-Define a new class inheriting from `BaseTool`, specifying `name`, `description`, and the `_run` method for operational logic.
+### Using the `tool` Decorator
-
-### Utilizing the `tool` Decorator
-
-For a simpler approach, create a `Tool` object directly with the required attributes and a functional logic.
+Quickly create lightweight tools using decorators:
```python
-from crewai.tools import BaseTool
-@tool("Name of my tool")
-def my_tool(question: str) -> str:
- """Clear description for what this tool is useful for, you agent will need this information to use it."""
- # Function logic here
+from crewai import tool
+
+@tool("Tool Name")
+def my_custom_function(input):
+ # Tool logic here
+ return output
```
-The `tool` decorator simplifies the process, transforming functions into tools with minimal overhead.
+---
+
+## Why Use CrewAI Tools?
+
+- **Simplicity & Flexibility**: Easy-to-use yet powerful enough for complex workflows.
+- **Rapid Integration**: Seamlessly incorporate external services, APIs, and databases.
+- **Enterprise Ready**: Built for stability, performance, and consistent results.
+
+---
## Contribution Guidelines
-We welcome contributions! Here's how you can help:
+We welcome contributions from the community!
-1. Fork the repository
-2. Create a feature branch (`git checkout -b feature/AmazingFeature`)
-3. Commit your changes (`git commit -m 'Add some AmazingFeature'`)
-4. Push to the branch (`git push origin feature/AmazingFeature`)
-5. Open a Pull Request
+1. Fork and clone the repository.
+2. Create a new branch (`git checkout -b feature/my-feature`).
+3. Commit your changes (`git commit -m 'Add my feature'`).
+4. Push your branch (`git push origin feature/my-feature`).
+5. Open a pull request.
-Please ensure your code adheres to our coding standards and includes appropriate tests.
+---
-## **Development Setup**
+## Developer Quickstart
-**Installing Dependencies:**
-
-```bash
-uv sync
+```shell
+pip install crewai[tools]
```
-**Activating Virtual Environment:**
+### Development Setup
-```bash
-uv venv
-source .venv/bin/activate
-```
+- Install dependencies: `uv sync`
+- Run tests: `uv run pytest`
+- Run static type checking: `uv run pyright`
+- Set up pre-commit hooks: `pre-commit install`
-**Setting Up Pre-commit Hooks:**
+---
-```bash
-pre-commit install
-```
+## Support and Community
-**Running Tests:**
+Join our rapidly growing community and receive real-time support:
-```bash
-uv run pytest
-```
+- [Discourse](https://community.crewai.com/)
+- [Open an Issue](https://github.com/crewAIInc/crewAI/issues)
-**Static Type Checking:**
+Build smarter, faster, and more powerful AI solutions—powered by CrewAI Tools.
-```bash
-uv run pyright
-```
-
-**Packaging:**
-
-```bash
-uv build
-```
-
-**Local Installation:**
-
-```bash
-pip install dist/*.tar.gz
-```
-
-Thank you for your interest in enhancing the capabilities of AI agents through advanced tooling. Your contributions make a significant impact.
-
-## Contact
-
-For questions or support, please join our [Discord community](https://discord.com/invite/X4JWnZnxPb), [Discourse](https://community.crewai.com/) or open an issue in this repository.
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