Niketkumardheeryan / ML-CaPsule

ML-capsule is a Project for beginners and experienced data science Enthusiasts who don't have a mentor or guidance and wish to learn Machine learning. Using our repo they can learn ML, DL, and many related technologies with different real-world projects and become Interview ready.
MIT License
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Added llm copilot extension for vs code ide #1151

Closed Panchadip-128 closed 2 weeks ago

Panchadip-128 commented 1 month ago

LLM Copilot Extension in VS Code Introduction: Welcome to the documentation for the VS Code Copilot Extension, which I created. This extension was developed to enhance coding efficiency by integrating advanced language models like Llama 3.1, OpenAI’s GPT-3.5-turbo, and Gemini 1.5. These models offer powerful code generation, suggestion capabilities, and the ability to solve complex coding problems. The extension is designed with a user-friendly interface and can be easily integrated into your existing workflow.

Prerequisites: Before using this extension, we need to ensure that we have the following installed on our system:

Visual Studio Code (version 1.92.0 or higher) Node.js (for running the extension) TypeScript (for compiling TypeScript files) Additionally, we need to make sure that we have access to API keys from Together.ai, Groq, OpenAI, or other supported providers to interact with the language models. Installation: First we clone this repository We then run “npm install” to install all necessary dependencies. Thereafter , we use the command npm run compile to compile the TypeScript files. Now to test the extension,we need to press F5 in VS Code to open a new window with the extension running or run the following command in terminal window : code --extensionDevelopmentPath=D:\Extension\extension\ ( according to our exact file location path) Overview of package.json The package.json file is crucial as it defines the extension’s metadata, dependencies, and commands. Key elements include:

Name and Version: The extension is named codesuggestion with version 0.0.1. Engines: Specifies compatibility with VS Code version 1.92.0 or higher. Contributes: Defines the command extension.openChat to open the chat interface. Scripts: Includes commands for compiling TypeScript, linting, and testing. Dependencies: Includes axios for API calls and development dependencies for TypeScript, linting, and testing. Setting Up the Command in extension.ts: The extension.ts file contains the core logic:

Imports: Includes necessary modules like vscode and axios. Activate Function: The entry point when the extension is activated, where the command extension.openChat is registered. Webview Setup: The command triggers a Webview panel that displays the chat interface, allowing users to interact with the AI. Making API Calls to AI Models: The getCodeSnippet function is central to the extension’s operation:

Functionality: Sends a POST request to the selected AI model's API, passing the user’s query. Response Handling: The response is processed and the code snippet is returned and displayed in the Webview. User Interface: The user interface is designed using HTML, CSS, and JavaScript:

Chat Interface: Users can input queries and select the desired AI model from a dropdown menu. Response Display: The AI’s response is displayed in a code block format for easy copying and pasting. Features: Model Integration: Supports switching between Llama 3.1, GPT-3.5-turbo, and Gemini models. Code Generation: Generates code snippets, solves LeetCode & DSA problems, and supports autocompletion User-Friendly Interface: Simplified design for ease of use, allowing users to interact with the AI seamlessly

github-actions[bot] commented 1 month ago

Thank you for submitting your pull request! 🙌 We'll review it as soon as possible. If there are any specific instructions or feedback regarding your PR, we'll provide them here. Thanks again for your contribution! 😊

Panchadip-128 commented 1 month ago

@Niketkumardheeryan Please review and mark with appropriate labels for this PR. PR closes #1151 for #1139

Panchadip-128 commented 1 month ago

@Niketkumardheeryan

Panchadip-128 commented 3 weeks ago

please review @Niketkumardheeryan

Niketkumardheeryan commented 3 weeks ago

@Panchadip-128 created ext file is for ?? And Changes.md

And comments must be there in your js files,

Have you created this extension yourself ,if not please add references

Panchadip-128 commented 3 weeks ago

@Niketkumardheeryan Hi Niket, Please note that this extension is made largely with the help of Open Source Documentations largely available on the web and doesnt require explicit references as stated in thier webs as well Secondly, The ext files created was a temp file to make the folder directory structure, apologies for not removing it afterwards and i have removed it now, and finally changes.md were made after i uploaded files from my system Thanks and apologies again for any error which might have crept in by mistake , i have tried rectifying them

Niketkumardheeryan commented 3 weeks ago

@Niketkumardheeryan Hi Niket, Please note that this extension is made largely with the help of Open Source Documentations largely available on the web and doesnt require explicit references as stated in thier webs as well Secondly, The ext files created was a temp file to make the folder directory structure, apologies for not removing it afterwards and i have removed it now, and finally changes.md were made after i uploaded files from my system Thanks and apologies again for any error which might have crept in by mistake , i have tried rectifying them

Please try to add docs reference used to create this , so that anyone can refer it will easy for everyone to verify as well.rest thing is good 😊

Panchadip-128 commented 3 weeks ago

@Niketkumardheeryan