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https://github.com/bimalxme/texttoimage-saas

The Text-to-Image Generator uses FastAPI with Hugging Face's API for image generation, Cloudinary for uploads, and Prisma ORM with PostgreSQL for data management. The Next.js frontend displays images via direct URLs.
https://github.com/bimalxme/texttoimage-saas

clerk clerk-auth cloudinary fastapi huggingface-api nextjs postgresql prisma-orm python react-toastify

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The Text-to-Image Generator uses FastAPI with Hugging Face's API for image generation, Cloudinary for uploads, and Prisma ORM with PostgreSQL for data management. The Next.js frontend displays images via direct URLs.

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# Text-to-Image Generator Backend Completion

## Overview

The main backend of the Text-to-Image Generator using FastAPI has been completed successfully. The backend now integrates with the Stable Diffusion AI model, processes the generated data, and stores the images on Cloudinary for secure storage and easy access. The data is ready for transmission to the frontend.

## Key Features:
- **Stable Diffusion AI Model Integration**: Successfully integrated Stable Diffusion for text-to-image generation.
- **Cloudinary Storage**: Stored generated images on Cloudinary for seamless image management and access.
- **API Data Ready**: Prepared the backend data for efficient transmission to the frontend.

## Backend Architecture

The FastAPI server is now fully functional, handling the processing, image generation, and storage.

![Backend Completion](https://github.com/user-attachments/assets/2a81bd81-8bf7-468e-89ea-46fda74362ef)

## Next Steps

- Implement frontend integration using Next.js.
- Set up authentication for secure image requests.
- Test end-to-end transmission from backend to frontend.

## Frontend Chai Auudai Xa kehi din ma
##**Backend Sanaga Sucessfully Connect vayo FE**

![Screen Shot 2025-04-06 at 21 00 11](https://github.com/user-attachments/assets/55749dd9-0cf3-4503-8398-69a842785a8d)

## **CompletedTheImageReloadingInFrontend**

![Screen Shot 2025-04-08 at 06 00 45](https://github.com/user-attachments/assets/656a25e3-1a01-422b-8552-062ce9b5f85c)

**Wokring On payment method khalti and designing DB -------- Pending**