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Code generator optimization helps the user to solve the problems related to coding and more where they also prepare for the interviews , review there code ,optimize there code, debugging and ect

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Code Optimization and Generator

The code generator optimization tool helps users solve coding-related problems and more. It assists in preparing for interviews by generating optimized solutions, reviewing code for best practices, and offering suggestions for code improvements. Additionally, the tool supports debugging, helping users identify and fix issues, and optimizing code for better performance. This tool is a comprehensive resource for both learning and refining coding skills, making it easier for users to write efficient, high-quality code across various programming languages

I used ensemble learning to improve the accuracy if the response where weak learners learn together to solve the problem

Model Information

I used Codellama13b in my backend which process the user query related to the problem solving and gives the response download link: https://huggingface.co/TheBloke/CodeLlama-13B-Instruct-GGUF/resolve/main/codellama-13b-instruct.Q4_K_M.gguf\

PyTesssract (image to text convertion)

Download PyTesseract-OCR/tesseract.exe to your system and add its location to your system's environment variables. Then proceed as I have written in my code Download link: https://pypi.org/project/pytesseract/ which convert the image to text (soo llm will convert the text to code) and llm will process the text which extracted from the image and give the response

Available Scripts

In the project directory, you can run:

Project Screenshots

Screenshot 2024-09-17 192216 Screenshot 2024-09-17 193310 Screenshot 2024-09-17 192836

Screenshot 2024-09-17 192836

npm start

Runs the app in the development mode.
Open http://localhost:3000 to view it in your browser.

The page will reload when you make changes.
You may also see any lint errors in the console.

npm test

Launches the test runner in the interactive watch mode.
See the section about running tests for more information.

npm run build

Builds the app for production to the build folder.
It correctly bundles React in production mode and optimizes the build for the best performance.

The build is minified and the filenames include the hashes.
Your app is ready to be deployed!

See the section about deployment for more information.

npm run eject

Note: this is a one-way operation. Once you eject, you can't go back!

If you aren't satisfied with the build tool and configuration choices, you can eject at any time. This command will remove the single build dependency from your project.

Instead, it will copy all the configuration files and the transitive dependencies (webpack, Babel, ESLint, etc) right into your project so you have full control over them. All of the commands except eject will still work, but they will point to the copied scripts so you can tweak them. At this point you're on your own.

You don't have to ever use eject. The curated feature set is suitable for small and middle deployments, and you shouldn't feel obligated to use this feature. However we understand that this tool wouldn't be useful if you couldn't customize it when you are ready for it.

Learn More

You can learn more in the Create React App documentation.

To learn React, check out the React documentation.

Code Splitting

This section has moved here: https://facebook.github.io/create-react-app/docs/code-splitting

Analyzing the Bundle Size

This section has moved here: https://facebook.github.io/create-react-app/docs/analyzing-the-bundle-size

Making a Progressive Web App

This section has moved here: https://facebook.github.io/create-react-app/docs/making-a-progressive-web-app

Advanced Configuration

This section has moved here: https://facebook.github.io/create-react-app/docs/advanced-configuration

Deployment

This section has moved here: https://facebook.github.io/create-react-app/docs/deployment

npm run build fails to minify

This section has moved here: https://facebook.github.io/create-react-app/docs/troubleshooting#npm-run-build-fails-to-minify

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Code generator optimization helps the user to solve the problems related to coding and more where they also prepare for the interviews , review there code ,optimize there code, debugging and ect

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