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README.md
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# π¦ ocs4dev - Fintech API Integration Assistant
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## Overview
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ocs4dev is a specialized AI assistant designed to help developers integrate fintech APIs including MTN MoMo, Pesapal, Airtel,Sentezo etc. It provides code examples, implementation guidance, and best practices for payment gateway integration.
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## Features
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-
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- π§ **Code-Focused**: Optimized for API integration tasks with practical examples
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- π€ **Multi-Model Support**: Choose between local Qwen2.5-Coder or API models (OpenAI, Anthropic, Google)
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- π **Secure**: No API keys stored permanently
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- π **RAG-Powered**: Retrieves relevant documentation from vector database
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## Supported APIs
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- **MTN MoMo**: Mobile money integration
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- **Airtel API**: Airtel api integration
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- **Pesapal**: Payment gateway services
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- **Google**: Gemini-2.0-Flash / Gemini-2.0-Flash-Thinking
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## Quick Start
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1. Visit the [Space URL](https://huggingface.co/spaces/YOUR_USERNAME/ocs4dev)
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2. Choose your preferred model provider
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3. Add API keys if using cloud models
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4. Start asking questions about fintech API integration!
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## Example Questions
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- "How do I authenticate with MTN MoMo API?"
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- "Show me a Pesapal payment integration example"
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- "What are the required headers for Sentezo API?"
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- "Best practices for API error handling"
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## Environment Variables
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For self-hosting, set these environment variables:
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```bash
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# Supabase (for vector store)
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SUPABASE_URL=your-supabase-url
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```
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## Technical Stack
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- **Frontend**: Gradio
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- **LLM Framework**: LangChain
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- **Vector Store**: Supabase
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- **Embeddings**: OpenAI text-embedding-3-small
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## Contributing
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Contributions are welcome! Please feel free to submit a Pull Request.
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## License
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This project is licensed under the MIT License.
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## Support
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For issues or questions, please open an issue on GitHub or contact me.
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---
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Built with β€οΈ using Qwen2.5-Coder, LangChain, and Gradio
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---
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title: ocs4dev - Fintech API Integration Assistant
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emoji: π¦
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colorFrom: blue
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colorTo: green
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sdk: gradio
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sdk_version: "4.0.0"
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app_file: app.py
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pinned: false
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---
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+
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# π¦ ocs4dev - Fintech API Integration Assistant
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## Overview
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|
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ocs4dev is a specialized AI assistant designed to help developers integrate fintech APIs including MTN MoMo, Pesapal, Airtel,Sentezo etc. It provides code examples, implementation guidance, and best practices for payment gateway integration.
|
| 16 |
|
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## Features
|
|
|
|
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- π§ **Code-Focused**: Optimized for API integration tasks with practical examples
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| 19 |
- π€ **Multi-Model Support**: Choose between local Qwen2.5-Coder or API models (OpenAI, Anthropic, Google)
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- π **Secure**: No API keys stored permanently
|
|
|
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- π **RAG-Powered**: Retrieves relevant documentation from vector database
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## Supported APIs
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- **MTN MoMo**: Mobile money integration
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- **Airtel API**: Airtel api integration
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| 28 |
- **Pesapal**: Payment gateway services
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|
|
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- **Google**: Gemini-2.0-Flash / Gemini-2.0-Flash-Thinking
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| 43 |
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## Quick Start
|
|
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1. Visit the [Space URL](https://huggingface.co/spaces/YOUR_USERNAME/ocs4dev)
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2. Choose your preferred model provider
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3. Add API keys if using cloud models
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4. Start asking questions about fintech API integration!
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## Example Questions
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- "How do I authenticate with MTN MoMo API?"
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- "Show me a Pesapal payment integration example"
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| 53 |
- "What are the required headers for Sentezo API?"
|
|
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| 55 |
- "Best practices for API error handling"
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## Environment Variables
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For self-hosting, set these environment variables:
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```bash
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# Supabase (for vector store)
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SUPABASE_URL=your-supabase-url
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```
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## Technical Stack
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- **Frontend**: Gradio
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- **LLM Framework**: LangChain
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- **Vector Store**: Supabase
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- **Embeddings**: OpenAI text-embedding-3-small
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## Contributing
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Contributions are welcome! Please feel free to submit a Pull Request.
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## License
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This project is licensed under the MIT License.
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## Support
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For issues or questions, please open an issue on GitHub or contact me.
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---
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Built with β€οΈ using Qwen2.5-Coder, LangChain, and Gradio
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