This project aims to create a user-friendly tool for generating code quickly based on simple text prompts. Users can input their requirements using natural language, along with structured data like JSON objects and database schemas. The tool then generates code in real-time, tests it for reliability and efficiency, and provides a clean interface for easy interaction. Leveraging large language models, it translates prompts into intermediate steps and final code, focusing on simplicity and accuracy throughout the process. Additionally, it includes features for generating pseudocode and reports containing performance metrics to ensure efficient code generation.
Demo_CodeKaft.1.1.1.1.1.2.mp4
👨💻CodeKraft
┣ 📂assets // Contains all the reference gifs, images
┣ 📂client // Frontend
┃ ┃ ┣ 📂src
┃ ┃ ┃ ┣ 📂components
┃ ┃ ┃ ┃ ┣ 📄HomeInfo.jsx
┃ ┃ ┃ ┃ ┣ 📄Loader.jsx
┃ ┃ ┃ ┃ ┣ 📄Navbar.jsx
┃ ┃ ┃ ┣ 📂model // For 3D Rendering
┃ ┃ ┃ ┃ ┣ 📄Bird.jsx
┃ ┃ ┃ ┃ ┣ 📄Island.jsx
┃ ┃ ┃ ┃ ┣ 📄Sky.jsx
┃ ┃ ┃ ┣ 📂pages
┃ ┃ ┃ ┃ ┣ 📄Analyze.jsx
┃ ┃ ┃ ┃ ┣ 📄Codegen.jsx
┃ ┃ ┃ ┃ ┣ 📄DataContext.jsx
┃ ┃ ┃ ┃ ┣ 📄Home.jsx
┃ ┃ ┃ ┃ ┣ 📄Validate.jsx
┃ ┃ ┃ ┃ ┣ 📄index.js
┃ ┃ ┃ ┣ 📄App.jsx
┃ ┃ ┃ ┣ 📄index.css
┃ ┃ ┃ ┣ 📄main.css
┃ ┃ ┣ 📄index.html
┣ 📂model // Standalone model
┃ ┣ 📄model.py
┣ 📂server // Backend
┃ ┣ 📄app.py
┃ ┣ 📄requirements.txt
┣ 📄README.md
Clone the project by typing the following command in your Terminal/CommandPrompt
git clone https://github.com/Khushi-Balia/CodeKraft
Navigate to the CodeKraft folder
cd CodeKraft
Once the project is installed, follow the steps below to run the project:
Open a new terminal in root folder and navigate to the client folder
cd client
Install all the required dependencies
npm i
To run the frontend
npm run dev
Once the above command is executed, the frontend will be running at localhost:5173. You can visit http://localhost:5173/ to view the website.
To generate a API Key, refer the steps as given here. Create a new file in /model directory called config.txt and paste the API key in it.
Open a new terminal in root folder and navigate to the server folder
cd server
Create a virtual environment to install all the dependencies
python -m venv codekraft
Activate the virtual environment
For Windows: codekraft\Scripts\activate
For Linux: source codekraft/bin/activate
Install all the required dependencies
pip install -r requirements.txt
To run the backend
python app.py
Landing page of the website
Generating an SQL query
Generating a C++ code
