Spaces:
Sleeping
Sleeping
Add Docker Hub deployment documentation and docker-compose configuration
Browse files- DOCKER.md +190 -0
- README.md +134 -22
- docker-compose.yml +30 -0
DOCKER.md
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| 1 |
+
# Docker Deployment Guide
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| 2 |
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This guide explains how to deploy Digital Galatea using Docker.
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## Quick Start
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### Using Pre-built Image from Docker Hub
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| 9 |
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```bash
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docker run -d \
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| 11 |
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--name digital-galatea \
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| 12 |
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-p 7860:7860 \
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| 13 |
+
-e DEEPSEEK_API_KEY=your_deepseek_api_key \
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-e INFLECTION_AI_API_KEY=your_inflection_api_key \
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| 15 |
+
codejedi/digital-galatea:latest
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| 16 |
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```
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| 17 |
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+
### Using Docker Compose
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1. Create a `.env` file with your API keys (see `.env.example`)
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2. Run:
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```bash
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docker-compose up -d
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```
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## Building the Image
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### Build Locally
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```bash
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docker build -t digital-galatea:latest .
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| 32 |
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```
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### Build and Tag for Docker Hub
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```bash
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docker build -t codejedi/digital-galatea:latest .
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```
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## Publishing to Docker Hub
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| 41 |
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1. **Login to Docker Hub**
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```bash
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docker login
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```
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2. **Tag the Image** (if not already tagged)
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```bash
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docker tag digital-galatea:latest codejedi/digital-galatea:latest
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| 50 |
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```
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3. **Push to Docker Hub**
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```bash
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docker push codejedi/digital-galatea:latest
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```
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4. **Push with Version Tag** (optional)
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```bash
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docker tag digital-galatea:latest codejedi/digital-galatea:v1.0.0
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docker push codejedi/digital-galatea:v1.0.0
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```
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## Environment Variables
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### Required Variables
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| 66 |
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- `DEEPSEEK_API_KEY` - Your DeepSeek API key
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- `INFLECTION_AI_API_KEY` - Your Inflection AI API key
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| 69 |
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### Optional Variables
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| 71 |
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- `AZURE_TEXT_ANALYTICS_KEY` - Azure Text Analytics key
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- `AZURE_TEXT_ANALYTICS_ENDPOINT` - Azure endpoint URL
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- `ANU_QUANTUM_API_KEY` - Quantum randomness API key
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- `PORT` - Server port (default: 7860)
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## Running the Container
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### Basic Run
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```bash
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docker run -d \
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--name digital-galatea \
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-p 7860:7860 \
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-e DEEPSEEK_API_KEY=your_key \
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-e INFLECTION_AI_API_KEY=your_key \
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codejedi/digital-galatea:latest
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```
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### With Environment File
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```bash
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docker run -d \
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--name digital-galatea \
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-p 7860:7860 \
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--env-file .env \
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codejedi/digital-galatea:latest
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```
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### With Volume for Persistence
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```bash
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docker run -d \
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--name digital-galatea \
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-p 7860:7860 \
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-v $(pwd)/data:/app/data \
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--env-file .env \
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codejedi/digital-galatea:latest
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```
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## Container Management
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### View Logs
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```bash
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docker logs digital-galatea
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docker logs -f digital-galatea # Follow logs
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```
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### Stop Container
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```bash
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docker stop digital-galatea
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```
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### Start Container
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```bash
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docker start digital-galatea
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```
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### Remove Container
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```bash
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docker rm digital-galatea
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```
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### Restart Container
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```bash
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docker restart digital-galatea
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```
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## Health Checks
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The container includes a health check endpoint. You can verify it's running:
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```bash
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curl http://localhost:7860/health
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```
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## Troubleshooting
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### Container Won't Start
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1. Check logs: `docker logs digital-galatea`
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2. Verify environment variables are set correctly
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3. Ensure port 7860 is not already in use
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### API Errors
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1. Verify API keys are correct
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2. Check network connectivity
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3. Review application logs for specific error messages
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### NLTK Data Download
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NLTK data is downloaded automatically on first container start. This may take a few minutes. Check logs to see progress.
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## Production Considerations
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1. **Use Environment Files**: Store sensitive keys in `.env` files (not in version control)
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2. **Resource Limits**: Set appropriate memory and CPU limits
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3. **Restart Policy**: Use `--restart unless-stopped` for automatic restarts
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4. **Health Checks**: Monitor the `/health` endpoint
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5. **Logging**: Configure log rotation and monitoring
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Example production run:
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```bash
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docker run -d \
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--name digital-galatea \
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--restart unless-stopped \
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-p 7860:7860 \
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--memory="2g" \
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--cpus="2" \
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--env-file .env \
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| 188 |
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codejedi/digital-galatea:latest
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| 189 |
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```
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README.md
CHANGED
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@@ -14,7 +14,7 @@ Digital Galatea is a conversational AI with a dynamic emotional model. It featur
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## Features
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- **Conversational AI**: Powered by
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- **Dynamic Emotional Model**: Simulates five core emotions: Joy, Sadness, Anger, Fear, and Curiosity.
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| 19 |
- **Responsive Avatar**: The AI's visual avatar changes its shape and facial expression based on its dominant emotion.
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| 20 |
- **Sentiment Analysis**: Analyzes user input to dynamically update the AI's emotional state. It uses Azure Text Analytics for high accuracy when configured, with a seamless fallback to a local NLTK VADER model.
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@@ -24,33 +24,130 @@ Digital Galatea is a conversational AI with a dynamic emotional model. It featur
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- **Backend**: Python, Flask
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- **AI & Machine Learning**:
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-
-
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- Azure Cognitive Service for Language (Text Analytics)
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- NLTK (VADER)
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- **Frontend**: HTML, CSS, JavaScript
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| 31 |
- **Environment Management**: `python-dotenv`
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##
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| 48 |
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| 49 |
## Local Development
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| 51 |
1. **Clone the Repository**
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```bash
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-
git clone
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cd Digital-Galatea
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```
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@@ -72,10 +169,7 @@ If Azure credentials are not provided, the app will automatically use the built-
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4. **Configure Environment Variables**
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- Copy `.env.example` to `.env`
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-
- Add your
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```properties
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GEMINI_API_KEY=your_gemini_api_key_here
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-
```
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5. **Run the Application**
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| 81 |
```bash
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@@ -86,6 +180,22 @@ If Azure credentials are not provided, the app will automatically use the built-
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- Open your browser and navigate to `http://127.0.0.1:7860`
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- The AI will initialize in the background. Once ready, you can start chatting.
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| 89 |
## API Endpoints
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| 90 |
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The application exposes the following endpoints:
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@@ -93,15 +203,16 @@ The application exposes the following endpoints:
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- `GET /`: Serves the main chat interface.
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- `POST /api/chat`: Handles chat messages and returns the AI's response.
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- `GET /api/avatar`: Provides the current avatar shape, emotions, and sentiment for real-time frontend updates.
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- `GET /status`: Reports the initialization status of the AI components.
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- `GET /health`: A simple health check endpoint.
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| 99 |
## How It Works
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1. **User Input**: You type a message in the chat interface
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-
2. **Sentiment Analysis**: The system analyzes the emotional tone of your message
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3. **Emotional Processing**: Galatea's emotional state is updated based on the conversation
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-
4. **AI Response**:
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5. **Avatar Update**: The visual avatar changes shape and expression based on the dominant emotion:
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- **Circle** → High Joy (happy, positive state)
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- **Triangle** → High Sadness (melancholic state)
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@@ -110,8 +221,9 @@ The application exposes the following endpoints:
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## Credits
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| 111 |
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| 112 |
This project demonstrates the integration of:
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-
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-
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- Real-time emotional modeling
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- Dynamic visual representation of AI state
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| 14 |
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| 15 |
## Features
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| 16 |
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| 17 |
+
- **Conversational AI**: Powered by DeepSeek and Inflection AI for natural and engaging conversations.
|
| 18 |
- **Dynamic Emotional Model**: Simulates five core emotions: Joy, Sadness, Anger, Fear, and Curiosity.
|
| 19 |
- **Responsive Avatar**: The AI's visual avatar changes its shape and facial expression based on its dominant emotion.
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| 20 |
- **Sentiment Analysis**: Analyzes user input to dynamically update the AI's emotional state. It uses Azure Text Analytics for high accuracy when configured, with a seamless fallback to a local NLTK VADER model.
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| 24 |
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| 25 |
- **Backend**: Python, Flask
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| 26 |
- **AI & Machine Learning**:
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| 27 |
+
- DeepSeek API (Reasoning/Analysis)
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| 28 |
+
- Inflection AI (Response Generation)
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| 29 |
- Azure Cognitive Service for Language (Text Analytics)
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| 30 |
- NLTK (VADER)
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| 31 |
- **Frontend**: HTML, CSS, JavaScript
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| 32 |
- **Environment Management**: `python-dotenv`
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| 33 |
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| 34 |
+
## Quick Start with Docker Hub
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| 35 |
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| 36 |
+
The easiest way to run Digital Galatea is using the pre-built Docker image from Docker Hub:
|
| 37 |
|
| 38 |
+
```bash
|
| 39 |
+
docker pull codejedi/digital-galatea:latest
|
| 40 |
+
docker run -d \
|
| 41 |
+
--name digital-galatea \
|
| 42 |
+
-p 7860:7860 \
|
| 43 |
+
-e DEEPSEEK_API_KEY=your_deepseek_api_key \
|
| 44 |
+
-e INFLECTION_AI_API_KEY=your_inflection_api_key \
|
| 45 |
+
-e AZURE_TEXT_ANALYTICS_KEY=your_azure_key \
|
| 46 |
+
-e AZURE_TEXT_ANALYTICS_ENDPOINT=https://your-resource.cognitiveservices.azure.com/ \
|
| 47 |
+
codejedi/digital-galatea:latest
|
| 48 |
+
```
|
| 49 |
+
|
| 50 |
+
Or using docker-compose (see `docker-compose.yml`):
|
| 51 |
+
|
| 52 |
+
```bash
|
| 53 |
+
docker-compose up -d
|
| 54 |
+
```
|
| 55 |
+
|
| 56 |
+
Access the application at `http://localhost:7860`
|
| 57 |
+
|
| 58 |
+
## Environment Variables
|
| 59 |
+
|
| 60 |
+
### Required Environment Variables
|
| 61 |
+
|
| 62 |
+
These environment variables **must** be set for the application to function:
|
| 63 |
+
|
| 64 |
+
| Variable | Description | Where to Get It |
|
| 65 |
+
|----------|-------------|-----------------|
|
| 66 |
+
| `DEEPSEEK_API_KEY` | Your DeepSeek API key for reasoning and analysis | [DeepSeek Platform](https://platform.deepseek.com/) |
|
| 67 |
+
| `INFLECTION_AI_API_KEY` | Your Inflection AI API key for response generation | [Inflection AI](https://inflection.ai/) |
|
| 68 |
+
|
| 69 |
+
### Optional Environment Variables
|
| 70 |
+
|
| 71 |
+
These environment variables enhance functionality but are not required:
|
| 72 |
+
|
| 73 |
+
| Variable | Description | Default Behavior |
|
| 74 |
+
|----------|-------------|------------------|
|
| 75 |
+
| `AZURE_TEXT_ANALYTICS_KEY` | Azure Text Analytics API key for enhanced sentiment analysis | Falls back to NLTK VADER if not provided |
|
| 76 |
+
| `AZURE_TEXT_ANALYTICS_ENDPOINT` | Azure Text Analytics endpoint URL | Required if `AZURE_TEXT_ANALYTICS_KEY` is set |
|
| 77 |
+
| `ANU_QUANTUM_API_KEY` | ANU Quantum Random Numbers API key | Uses pseudo-random numbers if not provided |
|
| 78 |
+
| `PORT` | Port number for the Flask server | Defaults to `7860` |
|
| 79 |
+
|
| 80 |
+
### Environment Variable Examples
|
| 81 |
+
|
| 82 |
+
#### Using Docker Run
|
| 83 |
+
|
| 84 |
+
```bash
|
| 85 |
+
docker run -d \
|
| 86 |
+
--name digital-galatea \
|
| 87 |
+
-p 7860:7860 \
|
| 88 |
+
-e DEEPSEEK_API_KEY=sk-your-deepseek-key \
|
| 89 |
+
-e INFLECTION_AI_API_KEY=your-inflection-key \
|
| 90 |
+
-e AZURE_TEXT_ANALYTICS_KEY=your-azure-key \
|
| 91 |
+
-e AZURE_TEXT_ANALYTICS_ENDPOINT=https://your-resource.cognitiveservices.azure.com/ \
|
| 92 |
+
codejedi/digital-galatea:latest
|
| 93 |
+
```
|
| 94 |
+
|
| 95 |
+
#### Using Environment File
|
| 96 |
+
|
| 97 |
+
Create a `.env` file:
|
| 98 |
+
|
| 99 |
+
```properties
|
| 100 |
+
# Required
|
| 101 |
+
DEEPSEEK_API_KEY=sk-your-deepseek-key
|
| 102 |
+
INFLECTION_AI_API_KEY=your-inflection-key
|
| 103 |
+
|
| 104 |
+
# Optional - Enhanced Sentiment Analysis
|
| 105 |
+
AZURE_TEXT_ANALYTICS_KEY=your-azure-key
|
| 106 |
+
AZURE_TEXT_ANALYTICS_ENDPOINT=https://your-resource.cognitiveservices.azure.com/
|
| 107 |
+
|
| 108 |
+
# Optional - Quantum Randomness
|
| 109 |
+
ANU_QUANTUM_API_KEY=your-quantum-key
|
| 110 |
|
| 111 |
+
# Optional - Port Configuration
|
| 112 |
+
PORT=7860
|
| 113 |
+
```
|
| 114 |
|
| 115 |
+
Then run with:
|
| 116 |
+
|
| 117 |
+
```bash
|
| 118 |
+
docker run -d --name digital-galatea -p 7860:7860 --env-file .env codejedi/digital-galatea:latest
|
| 119 |
+
```
|
| 120 |
+
|
| 121 |
+
## Docker Hub
|
| 122 |
+
|
| 123 |
+
The image is available on Docker Hub:
|
| 124 |
+
|
| 125 |
+
**Image**: `codejedi/digital-galatea:latest`
|
| 126 |
+
|
| 127 |
+
```bash
|
| 128 |
+
docker pull codejedi/digital-galatea:latest
|
| 129 |
+
```
|
| 130 |
+
|
| 131 |
+
### Building and Pushing to Docker Hub
|
| 132 |
+
|
| 133 |
+
If you want to build and push your own version:
|
| 134 |
+
|
| 135 |
+
```bash
|
| 136 |
+
# Build the image
|
| 137 |
+
docker build -t codejedi/digital-galatea:latest .
|
| 138 |
+
|
| 139 |
+
# Login to Docker Hub
|
| 140 |
+
docker login
|
| 141 |
+
|
| 142 |
+
# Push to Docker Hub
|
| 143 |
+
docker push codejedi/digital-galatea:latest
|
| 144 |
+
```
|
| 145 |
|
| 146 |
## Local Development
|
| 147 |
|
| 148 |
1. **Clone the Repository**
|
| 149 |
```bash
|
| 150 |
+
git clone https://github.com/codejedi-ai/Digital-Galatea.git
|
| 151 |
cd Digital-Galatea
|
| 152 |
```
|
| 153 |
|
|
|
|
| 169 |
|
| 170 |
4. **Configure Environment Variables**
|
| 171 |
- Copy `.env.example` to `.env`
|
| 172 |
+
- Add your API keys (see Environment Variables section above)
|
|
|
|
|
|
|
|
|
|
| 173 |
|
| 174 |
5. **Run the Application**
|
| 175 |
```bash
|
|
|
|
| 180 |
- Open your browser and navigate to `http://127.0.0.1:7860`
|
| 181 |
- The AI will initialize in the background. Once ready, you can start chatting.
|
| 182 |
|
| 183 |
+
## Deployment Options
|
| 184 |
+
|
| 185 |
+
### Heroku
|
| 186 |
+
|
| 187 |
+
The repository includes Heroku configuration files (`Procfile`, `app.json`, `runtime.txt`).
|
| 188 |
+
|
| 189 |
+
1. Connect your GitHub repository to Heroku
|
| 190 |
+
2. Set environment variables in Heroku dashboard
|
| 191 |
+
3. Deploy automatically on push to main branch
|
| 192 |
+
|
| 193 |
+
### Hugging Face Spaces
|
| 194 |
+
|
| 195 |
+
1. Go to your Space Settings → Repository secrets
|
| 196 |
+
2. Add the required secrets (see Environment Variables section)
|
| 197 |
+
3. The app will build and deploy automatically
|
| 198 |
+
|
| 199 |
## API Endpoints
|
| 200 |
|
| 201 |
The application exposes the following endpoints:
|
|
|
|
| 203 |
- `GET /`: Serves the main chat interface.
|
| 204 |
- `POST /api/chat`: Handles chat messages and returns the AI's response.
|
| 205 |
- `GET /api/avatar`: Provides the current avatar shape, emotions, and sentiment for real-time frontend updates.
|
| 206 |
+
- `GET /api/is_initialized`: Check if the system is initialized and ready.
|
| 207 |
- `GET /status`: Reports the initialization status of the AI components.
|
| 208 |
- `GET /health`: A simple health check endpoint.
|
| 209 |
|
| 210 |
## How It Works
|
| 211 |
|
| 212 |
1. **User Input**: You type a message in the chat interface
|
| 213 |
+
2. **Sentiment Analysis**: The system analyzes the emotional tone of your message using Azure Text Analytics or NLTK VADER
|
| 214 |
3. **Emotional Processing**: Galatea's emotional state is updated based on the conversation
|
| 215 |
+
4. **AI Response**: DeepSeek analyzes the context, and Inflection AI generates a contextual response that reflects Galatea's emotional state
|
| 216 |
5. **Avatar Update**: The visual avatar changes shape and expression based on the dominant emotion:
|
| 217 |
- **Circle** → High Joy (happy, positive state)
|
| 218 |
- **Triangle** → High Sadness (melancholic state)
|
|
|
|
| 221 |
## Credits
|
| 222 |
|
| 223 |
This project demonstrates the integration of:
|
| 224 |
+
- DeepSeek API for reasoning and analysis
|
| 225 |
+
- Inflection AI for response generation
|
| 226 |
+
- Azure Text Analytics and NLTK for sentiment analysis
|
| 227 |
- Real-time emotional modeling
|
| 228 |
- Dynamic visual representation of AI state
|
| 229 |
|
docker-compose.yml
ADDED
|
@@ -0,0 +1,30 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version: '3.8'
|
| 2 |
+
|
| 3 |
+
services:
|
| 4 |
+
digital-galatea:
|
| 5 |
+
image: codejedi/digital-galatea:latest
|
| 6 |
+
container_name: digital-galatea
|
| 7 |
+
ports:
|
| 8 |
+
- "7860:7860"
|
| 9 |
+
environment:
|
| 10 |
+
# Required - DeepSeek API Key
|
| 11 |
+
- DEEPSEEK_API_KEY=${DEEPSEEK_API_KEY}
|
| 12 |
+
# Required - Inflection AI API Key
|
| 13 |
+
- INFLECTION_AI_API_KEY=${INFLECTION_AI_API_KEY}
|
| 14 |
+
# Optional - Azure Text Analytics
|
| 15 |
+
- AZURE_TEXT_ANALYTICS_KEY=${AZURE_TEXT_ANALYTICS_KEY:-}
|
| 16 |
+
- AZURE_TEXT_ANALYTICS_ENDPOINT=${AZURE_TEXT_ANALYTICS_ENDPOINT:-}
|
| 17 |
+
# Optional - Quantum API
|
| 18 |
+
- ANU_QUANTUM_API_KEY=${ANU_QUANTUM_API_KEY:-}
|
| 19 |
+
# Optional - Port (defaults to 7860)
|
| 20 |
+
- PORT=${PORT:-7860}
|
| 21 |
+
env_file:
|
| 22 |
+
- .env
|
| 23 |
+
restart: unless-stopped
|
| 24 |
+
healthcheck:
|
| 25 |
+
test: ["CMD", "curl", "-f", "http://localhost:7860/health"]
|
| 26 |
+
interval: 30s
|
| 27 |
+
timeout: 10s
|
| 28 |
+
retries: 3
|
| 29 |
+
start_period: 60s
|
| 30 |
+
|