https://github.com/shivanshkumar760/snapalyze
Snapalyzer is a web application that leverages the power of GPT models to answer questions about images. Upload an image, ask your questions, and receive insightful and informative answers.
https://github.com/shivanshkumar760/snapalyze
cloudinary-api cloudinary-sdk expressjs gpt-4 multer-storage netlify reactjs render
Last synced: 15 days ago
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Snapalyzer is a web application that leverages the power of GPT models to answer questions about images. Upload an image, ask your questions, and receive insightful and informative answers.
- Host: GitHub
- URL: https://github.com/shivanshkumar760/snapalyze
- Owner: ShivanshKumar760
- Created: 2024-12-24T17:11:04.000Z (over 1 year ago)
- Default Branch: master
- Last Pushed: 2024-12-31T04:18:45.000Z (over 1 year ago)
- Last Synced: 2025-05-22T03:37:43.083Z (11 months ago)
- Topics: cloudinary-api, cloudinary-sdk, expressjs, gpt-4, multer-storage, netlify, reactjs, render
- Language: JavaScript
- Homepage: https://snapalyzer.netlify.app/
- Size: 1.36 MB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# Snapalyzer: Image-based Question Answering with GPT
**Snapalyzer** is a web application that leverages the power of GPT models to answer questions about images. Upload an image, ask your questions, and receive insightful and informative answers.
**Key Features:**
* **Image Upload:** Easily upload images from your device.
* **GPT-powered Analysis:** Utilizes advanced GPT models to understand and interpret image content.
* **Question Answering:** Ask a wide range of questions about the image, such as:
* "Describe the image."
* "What objects are present in the image?"
* "What colors are dominant in the image?"
* "What is the mood or atmosphere of the image?"
* **User-friendly Interface:** Intuitive and easy-to-use interface for seamless interaction.
**Technology Stack:**
* **Frontend:** React.js
* **Backend:** Node.js, Express.js
* **Cloud Storage:** Cloudinary for secure and efficient image storage.
* **GPT Integration:** Seamless integration with a chosen GPT model (e.g., OpenAI's GPT-3, Google's Bard).
**Getting Started:**
1. **Clone the repository:**
```bash
git clone https://github.com/ShivanshKumar760/Snapalyze.git
## Installation
### Prerequisites:
- **Node.js** (v14.x or higher)
- **MongoDB** (Local or a MongoDB Atlas account for cloud database)
---
## Frontend Setup:
1. Navigate to the `frontend` directory:
```bash
cd client
2. Install dependencies:
```bash
npm install or npm i or pnpm install
3. Run the React server:
```bash
npm run dev or pnpm run dev
## Backend Setup:
1. Navigate to the `frontend` directory:
```bash
cd server
2. Install dependencies:
```bash
npm install or npm i or pnpm install
3. Populate the .env file for mongodb connection:
```bash
GPT_API=YPUR_API_KEY
PORT=3000
CLOUDINARY_CLOUD_NAME=YOUR_CLOUD_NAME
CLOUDINARY_API_KEY=YOUR_API_KEY
CLOUDINARY_API_SECRET=YOUR_API_SECRET
4. Run the express server:
```bash
node server.js