Initial commit for deployment

2025-05-09 15:41:16 +01:00
commit ac98999507
54 changed files with 4343 additions and 0 deletions
@@ -0,0 +1,94 @@
+# AI Service for Chatbot Application
+
+This is the AI service component for the chatbot application. It provides APIs for document processing, embeddings, and chat functionality.
+
+## Features
+
+- Document processing and embedding
+- Retrieval-augmented generation (RAG)
+- Chat functionality with model switching
+- Team chat support
+
+## Project Structure
+
+```
+ai_service/
+├── embeddings/       # Embedding and document processing services
+├── models/           # Model and chat services
+├── utils/            # Utility functions
+├── data/             # Data storage
+├── config.py         # Configuration settings
+├── api.py            # FastAPI application
+└── run.py            # Script to run the service
+```
+
+## Setup Instructions
+
+1. Create a virtual environment:
+   ```
+   python -m venv venv
+   source venv/bin/activate  # On Windows: venv\Scripts\activate
+   ```
+
+2. Install dependencies:
+   ```
+   pip install -r requirements.txt
+   ```
+
+3. Copy `.env.example` to `.env` and update the values:
+   ```
+   cp .env.example .env
+   # Edit the .env file with appropriate values
+   ```
+
+4. Run the service:
+   ```
+   python run.py
+   ```
+
+## API Documentation
+
+Once the service is running, you can access the API documentation at:
+- Swagger UI: http://localhost:5251/docs
+- ReDoc: http://localhost:5251/redoc
+
+## Deployment
+
+To deploy the service:
+
+1. Make the deployment script executable:
+   ```
+   chmod +x deploy.sh
+   ```
+
+2. Run the deployment script:
+   ```
+   ./deploy.sh
+   ```
+
+This will start the service on port 5251 using uvicorn with nohup.
+
+## API Endpoints
+
+### Document Endpoints
+
+- `POST /documents` - Process a document for embedding
+- `GET /documents` - Get all documents
+- `GET /documents/{doc_id}` - Get a document by ID
+- `DELETE /documents/{doc_id}` - Delete a document
+- `POST /documents/search` - Search for documents
+
+### Model Endpoints
+
+- `GET /models` - Get available models
+- `GET /models/{model_id}` - Get information about a model
+
+### Chat Endpoints
+
+- `POST /chats` - Create a new chat
+- `GET /chats/user/{user_id}` - Get all chats for a user
+- `GET /chats/{chat_id}` - Get a chat by ID
+- `POST /chats/{chat_id}/messages` - Send a message to a chat
+- `POST /chats/{chat_id}/members/{user_id}` - Add a user to a team chat
+- `DELETE /chats/{chat_id}/members/{user_id}` - Remove a user from a team chat
+- `DELETE /chats/{chat_id}` - Delete a chat