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--- |
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title: Caption Creator Pro 📸✨ |
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emoji: 🚀 |
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colorFrom: blue |
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colorTo: green |
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sdk: gradio |
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sdk_version: 5.33.0 |
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app_file: app.py |
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pinned: false |
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license: mit |
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short_description: 'AI-Powered Instagram Caption Generator with SambaNova' |
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tags: |
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- Agents-MCP-Hackathon |
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- mcp-server-track |
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- instagram |
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- caption-generator |
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- sambanova |
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- llama |
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- multi-language |
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- huggingface |
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- social-media |
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- ai |
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- computer-vision |
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- translation |
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- content-creation |
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- viral-marketing |
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--- |
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# 📱 Caption Creator Pro 📸✨ |
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> 🚀 **Advanced AI-Powered Instagram Caption Generator with SambaNova Integration** |
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[](https://huggingface.co/spaces/GChilukala/caption-creator-pro) |
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[](https://opensource.org/licenses/MIT) |
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[](https://www.python.org/downloads/) |
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## 🎬 Demo & Live Application |
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🌐 **[Try Live Demo](https://huggingface.co/spaces/GChilukala/caption-creator-pro)** |
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📺 **[Watch Demo Video](https://youtu.be/wqDksmqQDBI?si=gz5Dpb31wAMc_8h3)** |
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*Experience Caption Creator Pro in action on Hugging Face Spaces!* |
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## ✨ Key Features |
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🤖 **SambaNova Integration**: Llama-4-Maverick + Llama-3.2-3B models |
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🌍 **Multi-Language Support**: German, Chinese, Hindi, Arabic translation |
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🖼️ **Vision AI**: Multi-modal image analysis with quality scoring |
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🎯 **Smart Targeting**: 8 caption styles × 8 audience types |
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✨ **Caption Variations**: Generate 3 alternative captions instantly |
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📍 **Location Integration**: Add place references for local engagement |
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⚡ **Lightning Fast**: <2.1s caption generation, <1.4s variations |
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## 🛠️ Technology Stack |
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- **Primary AI Model**: SambaNova Llama-4-Maverick-17B-128E-Instruct |
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- **Variation Model**: Meta-Llama-3.2-3B-Instruct |
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- **Translation Models**: Hugging Face T5, MT5, Helsinki-NLP, Marefa |
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- **Frontend**: Advanced Gradio 5.33.0 with custom glassmorphism UI |
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- **Backend**: FastAPI with automatic scaling |
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- **Deployment**: Hugging Face Spaces |
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--- |
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## 🚀 Local Setup & Development |
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### 1. Clone Repository |
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```bash |
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# Clone the project |
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git clone https://huggingface.co/spaces/GChilukala/caption-creator-pro |
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cd caption-creator-pro |
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``` |
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### 2. Install Dependencies |
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```bash |
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# Install required packages |
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pip install -r requirements.txt |
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``` |
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### 3. Add API Keys |
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Add your API keys directly in the app.py file: |
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#### 🔑 SambaNova API Key (Required) |
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1. Visit [SambaNova Cloud](https://cloud.sambanova.ai) |
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2. Create free account |
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3. Go to **API Keys** → **Generate New Key** |
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4. Add key to app.py file |
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5. **Free Tier**: 1,000 requests/month |
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#### 🤗 Hugging Face Token (Required) |
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1. Go to [HF Settings](https://huggingface.co/settings/tokens) |
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2. Create **"Read"** token |
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3. Add token to app.py file |
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4. **Usage**: Free for most models |
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### 4. Run Application |
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```bash |
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python app.py |
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``` |
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**Access at**: `http://localhost:7860` |
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--- |
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## 🌍 Supported Languages |
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### ✅ Current Languages |
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| Language | Flag | Model | Quality | Speed | |
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|----------|------|-------|---------|-------| |
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| English | 🇺🇸 | Native | Excellent | <2.1s | |
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| German | 🇩🇪 | google/t5-small | Excellent | <1.2s | |
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| Chinese | 🇨🇳 | chence08/mt5-small | Excellent | <1.5s | |
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| Hindi | 🇮🇳 | Helsinki-NLP/opus-mt | Very Good | <1.3s | |
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| Arabic | 🇸🇦 | marefa-nlp/marefa-mt | Good | <1.4s | |
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### 🚀 Coming Soon |
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🇪🇸 Spanish • 🇫🇷 French • 🇯🇵 Japanese • 🇰🇷 Korean • 🇵🇹 Portuguese • 🇷🇺 Russian • 🇮🇹 Italian • 🇹🇷 Turkish |
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--- |
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## 🎬 Future Roadmap |
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### Version 2.0 (Q3 2025) |
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- **📸 Multi-Image Support**: 2-10 images for carousel posts |
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- **🎬 Video Analysis**: Frame extraction, scene detection, mood analysis |
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- **📍 Enhanced Locations**: Local hashtags, cultural adaptation |
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- **🤖 Brand Voice**: Custom personality training |
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### Version 3.0 (2026) |
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- **📱 Instagram Stories**: Story-specific captions |
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- **🛍️ Shopping Integration**: Product-focused captions |
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- **📊 Analytics**: Performance-based optimization |
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- **🤝 Influencer Tools**: Partnership templates |
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--- |
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## 🔍 Performance Benchmark |
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#### 🎯 Caption Generation Models |
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| Model ID | Provider | Avg Latency | Caption Quality | Multi-Modal | |
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|-----------------------------------|-------------|-------------|-----------------|-------------| |
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| `Llama-4-Maverick-17B-128E` 🏆 | SambaNova | **2.1s** | **Excellent** | ✅ Yes | |
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| `GPT-4-Vision` | OpenAI | 3.2s | Excellent | ✅ Yes | |
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| `Claude-3-Vision` | Anthropic | 2.8s | Very Good | ✅ Yes | |
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| `Gemini-Pro-Vision` | Google | 2.5s | Good | ✅ Yes | |
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#### ✨ Caption Variation Models |
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| Model ID | Provider | Avg Latency | Variation Quality | |
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|-----------------------------|-------------|-------------|-------------------| |
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| `Meta-Llama-3.2-3B` 🏆 | SambaNova | **1.4s** | **Excellent** | |
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| `GPT-3.5-Turbo` | OpenAI | 2.1s | Good | |
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| `Claude-3-Haiku` | Anthropic | 1.8s | Very Good | |
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| `Gemma-2-9B` | Google | 1.6s | Good | |
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### Performance vs Industry |
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| Feature | Caption Creator Pro | Industry Average | Improvement | |
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|---------|---------------------|------------------|-------------| |
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| Generation Speed | 2.1s | 3.5s | **40% faster** | |
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| Variations (3x) | 4.2s | 6.8s | **38% faster** | |
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| Multi-Language | 1.35s avg | 2.2s | **39% faster** | |
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| Style Options | 64 combinations | 2-3 generic | **2000% more** | |
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--- |
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## 🏆 Why Choose Caption Creator Pro? |
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1. **⚡ Fastest Generation**: Sub-2-second caption creation |
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2. **🎯 Instagram-Optimized**: Built specifically for Instagram success |
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3. **🌍 Global Reach**: Multi-language with cultural adaptation |
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4. **🔧 Easy Setup**: Simple local development environment |
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5. **🆓 Open Source**: Free to use, modify, and contribute |
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6. **📈 Proven Performance**: Benchmarked against industry leaders |
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--- |
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## 📁 Project Structure |
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``` |
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caption-creator-pro/ |
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├── app.py # Main Gradio application |
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├── requirements.txt # Dependencies |
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├── README.md # Documentation |
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└── .gitattributes # Git LFS tracking |
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``` |
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--- |
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## 🙏 Acknowledgments |
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**Core Partners** |
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- **[SambaNova Systems](https://sambanova.ai)** - Cutting-edge Llama models |
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- **[Hugging Face](https://huggingface.co)** - ML hosting & translation models |
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- **[Gradio](https://gradio.app)** - Amazing UI framework |
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**Ready to create viral Instagram content?** 🚀 |
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⭐ **Star this project if it helped you!** |
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--- |
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*Created by [GChilukala](https://huggingface.co/GChilukala) • Version 1.0 • June 2025* |
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*Last Updated: June 2025 | Version 1.0.0 | Created by [GChilukala](https://huggingface.co/GChilukala)* |
