Deployment

[ForYourEyesOnlyyy]

Changes Made:

• Docker Deployment Completed: Finalized deployment setup using Docker, ensuring isolated and reproducible environments for both the API and UI components.
• Dockerfiles for FastAPI and Streamlit: Created separate Dockerfiles (Dockerfile.fastapi and Dockerfile.streamlit) tailored for the API and Streamlit UI, each with its own requirements to minimize dependencies and improve container efficiency.
• Docker Compose Configuration: Configured docker-compose to orchestrate both containers with shared project folder mounts and a dedicated Docker network, enabling seamless inter-container communication and consistent access to project files.

Benefits:

• Streamlined Deployment: The Docker setup simplifies deployment by creating isolated, pre-configured environments that are easy to set up and manage across different systems.
• Efficient Resource Management: Separate requirements lists for each service ensure that only necessary dependencies are installed, reducing image size and improving performance.
• Enhanced Scalability and Collaboration: The shared project folder and Docker network facilitate easy scaling and enable smooth collaboration, ensuring consistent access to code and resources across services.