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README.md
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---
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title: Flask
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colorFrom: purple
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colorTo: purple
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sdk: docker
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pinned: false
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---
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---
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title: Flask
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+
emoji: 🤖
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colorFrom: purple
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colorTo: purple
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sdk: docker
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pinned: false
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---
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# MoA Chat
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MoA Chat is a multi-agent AI chat platform where several LLMs respond in parallel, and an aggregator model combines their outputs into a single response.
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## Features
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- Python 3 backend using Flask
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- Frontend with HTML, JavaScript, TailwindCSS (optional)
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- Simultaneous queries to multiple AI models
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- Aggregator LLM refines the combined output
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- Supports light and dark themes
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- Switch documentation language between English and Spanish
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- Secret API keys management
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- Hugging Face Spaces compatibility
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- Docker support
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- Free models through OpenRouter and others
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## Requirements
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- Python 3.11+
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- pip
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- API keys for model providers
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## Installation
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1. Clone the repository:
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```bash
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git clone https://huggingface.co/spaces/UntilDot/Flask
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cd Flask
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```
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2. Create a `.env` file:
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```env
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OPENROUTER_API_KEY=your-openrouter-key
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TOGETHER_API_KEY=your-together-key
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GROK_API_KEY=your-grok-key
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GROQ_API_KEY=your-groq-key
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```
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3. Install dependencies:
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```bash
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pip install -r requirements.txt
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```
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4. Run the application:
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```bash
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python app.py
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```
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The server will be available at `http://localhost:7860`.
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## Adding New Models
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Edit the file `llm/model_config.json` to register new models and providers.
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Example:
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```json
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{
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"providers": {
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"openrouter": {
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"url": "https://openrouter.ai/api/v1/chat/completions",
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"key_env": "OPENROUTER_API_KEY"
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}
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},
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"models": {
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"deepseek/deepseek-chat-v3-0324:free": "openrouter"
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}
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}
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```
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## Docker Support
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To build and run using Docker:
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Create the following `Dockerfile`:
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```Dockerfile
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FROM python:3.11-slim
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WORKDIR /app
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COPY requirements.txt ./
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RUN pip install --no-cache-dir -r requirements.txt
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COPY . .
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EXPOSE 7860
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CMD ["python", "app.py"]
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```
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Then:
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```bash
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docker build -t moa-chat .
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docker run -d -p 7860:7860 --env-file .env moa-chat
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```
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Environment variables or an `.env` file are required for API keys.
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## License
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Licensed under the Apache License 2.0.
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