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Here are 20 tools the individual worker swarm nodes can use:
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1. Write File Tool: Create a new file and write content to it.
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2. Read File Tool: Open and read the content of an existing file.
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3. Copy File Tool: Duplicate a file.
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4. Delete File Tool: Remove a file.
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5. Rename File Tool: Rename a file.
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6. Web Search Tool: Use a web search engine (like Google or DuckDuckGo) to find information.
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7. API Call Tool: Make requests to APIs.
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8. Process CSV Tool: Load a CSV file and perform operations on it using pandas.
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9. Create Directory Tool: Create a new directory.
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10. List Directory Tool: List all the files in a directory.
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11. Install Package Tool: Install Python packages using pip.
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12. Code Compilation Tool: Compile and run code in different languages.
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13. System Command Tool: Execute system commands.
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14. Image Processing Tool: Perform operations on images (resizing, cropping, etc.).
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15. PDF Processing Tool: Read, write, and manipulate PDF files.
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16. Text Processing Tool: Perform text processing operations like tokenization, stemming, etc.
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17. Email Sending Tool: Send emails.
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18. Database Query Tool: Execute SQL queries on a database.
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19. Data Scraping Tool: Scrape data from web pages.
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20. Version Control Tool: Perform Git operations.
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The architecture for these tools involves creating a base `Tool` class that can be extended for each specific tool. The base `Tool` class would define common properties and methods that all tools would use.
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The pseudocode for each tool would follow a similar structure:
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```
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Class ToolNameTool extends Tool:
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Define properties specific to the tool
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Method run:
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Perform the specific action of the tool
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Return the result
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```
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Here's an example of how you might define the WriteFileTool:
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```python
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import os
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from langchain.tools import BaseTool
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class WriteFileTool(BaseTool):
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name = "write_file"
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description = "Create a new file and write content to it."
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def __init__(self, root_dir: str):
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self.root_dir = root_dir
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def _run(self, file_name: str, content: str) -> str:
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"""Creates a new file and writes the content."""
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try:
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with open(os.path.join(self.root_dir, file_name), 'w') as f:
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f.write(content)
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return f"Successfully wrote to {file_name}"
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except Exception as e:
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return f"Error: {e}"
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```
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This tool takes the name of the file and the content to be written as parameters, writes the content to the file in the specified directory, and returns a success message. In case of any error, it returns the error message. You would follow a similar process to create the other tools.
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