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const { StructuredTool } = require('langchain/tools'); |
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const axios = require('axios'); |
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const { z } = require('zod'); |
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function getServerURL() { |
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const url = process.env.CODESHERPA_SERVER_URL || ''; |
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if (!url) { |
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throw new Error('Missing CODESHERPA_SERVER_URL environment variable.'); |
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} |
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return url; |
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} |
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const headers = { |
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'Content-Type': 'application/json', |
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}; |
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class RunCode extends StructuredTool { |
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constructor(fields) { |
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super(); |
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this.name = 'RunCode'; |
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this.url = fields.CODESHERPA_SERVER_URL || getServerURL(); |
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this.description_for_model = `// A plugin for interactive code execution |
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// Guidelines: |
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// Always provide code and language as such: {{"code": "print('Hello World!')", "language": "python"}} |
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// Execute Python code interactively for general programming, tasks, data analysis, visualizations, and more. |
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// Pre-installed packages: matplotlib, seaborn, pandas, numpy, scipy, openpyxl.If you need to install additional packages, use the \`pip install\` command. |
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// When a user asks for visualization, save the plot to \`static/images/\` directory, and embed it in the response using \`${this.url}/static/images/\` URL. |
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// Always save alls media files created to \`static/images/\` directory, and embed them in responses using \`${this.url}/static/images/\` URL. |
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// Always embed media files created or uploaded using \`${this.url}/static/images/\` URL in responses. |
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// Access user-uploaded files in\`static/uploads/\` directory using \`${this.url}/static/uploads/\` URL. |
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// Remember to save any plots/images created, so you can embed it in the response, to \`static/images/\` directory, and embed them as instructed before.`; |
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this.description = |
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'This plugin allows interactive code execution. Follow the guidelines to get the best results.'; |
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this.headers = headers; |
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this.schema = z.object({ |
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code: z.string().optional().describe('The code to be executed in the REPL-like environment.'), |
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language: z |
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.string() |
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.optional() |
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.describe('The programming language of the code to be executed.'), |
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}); |
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} |
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async _call({ code, language = 'python' }) { |
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const response = await axios({ |
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url: `${this.url}/repl`, |
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method: 'post', |
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headers: this.headers, |
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data: { code, language }, |
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}); |
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return response.data.result; |
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} |
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} |
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class RunCommand extends StructuredTool { |
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constructor(fields) { |
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super(); |
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this.name = 'RunCommand'; |
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this.url = fields.CODESHERPA_SERVER_URL || getServerURL(); |
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this.description_for_model = `// Run terminal commands and interact with the filesystem, run scripts, and more. |
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// Guidelines: |
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// Always provide command as such: {{"command": "ls -l"}} |
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// Install python packages using \`pip install\` command. |
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// Always embed media files created or uploaded using \`${this.url}/static/images/\` URL in responses. |
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// Access user-uploaded files in\`static/uploads/\` directory using \`${this.url}/static/uploads/\` URL.`; |
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this.description = |
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'A plugin for interactive shell command execution. Follow the guidelines to get the best results.'; |
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this.headers = headers; |
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this.schema = z.object({ |
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command: z.string().describe('The terminal command to be executed.'), |
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}); |
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} |
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async _call(data) { |
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const response = await axios({ |
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url: `${this.url}/command`, |
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method: 'post', |
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headers: this.headers, |
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data, |
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}); |
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return response.data.result; |
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} |
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} |
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module.exports = [ |
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RunCode, |
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RunCommand, |
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]; |
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