pfh42/mistral-rag repository overview

⁠Mistral-RAG components

• Docling --» Document chunk
• Embedding --» SentenceTransformer
• Pinecone/QDrant (remote) --» Vector Database
• Mistral --» LLM AI model
• Streamlit --» User Interface

⁠docker-compose

services:
  mistral-rag:
    image: pfh42/mistral-rag:latest
    container_name: mistral-rag
    ports:
      - 8501:8501
    expose:
      - 8501
    platform: linux/amd64
    environment:
      - QDRANT_API_KEY=your-api-key
      - MISTRAL_API_KEY=your-api-key
      - PINECONE_API_KEY=your-api-key
      - QDRANT_DEFAULT_URL=http://localhost:6333
      - PASSWORD=your-password

⁠Environment Variables

• QDRANT_API_KEY: Your API key for the Qdrant service.
• MISTRAL_API_KEY: Your API key for the Mistral AI service.
• PINECONE_API_KEY: Your API key for the Pinecone service.
• QDRANT_DEFAULT_URL: Qdrant remote server URL with port number
• PASSWORD: The password required to access the service.