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README.md
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- Multiple ML/AI model endpoints
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- Gradio interfaces for each model
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- FastAPI backend for API exposure
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- Easy model management and deployment
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- Scalable architecture
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## Setup
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```bash
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python -m venv venv
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source venv/bin/activate # On Windows: venv\Scripts\activate
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```
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```
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```bash
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cp .env.example .env
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```
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```
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##
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β β βββ __init__.py
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β β βββ base.py # Base model class
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β βββ interfaces/ # Gradio interfaces
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β β βββ __init__.py
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β βββ api/ # FastAPI routes
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β βββ __init__.py
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βββ tests/ # Test files
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βββ .env.example # Example environment variables
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βββ requirements.txt # Project dependencies
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βββ README.md # This file
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```
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##
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2. Create a Gradio interface in `src/interfaces/`
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3. Add API endpoints in `src/api/`
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4. Register the model in `src/main.py`
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##
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- Gradio interfaces: `http://localhost:8000/gradio`
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---
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title: Oversai Text Analyzer
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emoji: π
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colorFrom: blue
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colorTo: indigo
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sdk: gradio
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sdk_version: 4.19.2
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app_file: app.py
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pinned: false
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---
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# Oversai Text Analyzer
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A powerful text analysis tool that uses BERT-based models to analyze and classify text.
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## Features
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- Text Classification
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- Sentiment Analysis
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- Easy-to-use Interface
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## Usage
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1. Enter your text in the input box
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2. Click submit
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3. View the analysis results
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## Technical Details
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Built with:
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- Gradio 4.19.2
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- Transformers 4.38.2
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- PyTorch 2.2.1
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- BERT-tiny model
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## License
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MIT License
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## Setup
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1. Create a virtual environment:
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```
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