This repository is the home of a Proof of Concept (PoC) for a Retrieval Augmented Generation (RAG) web application. This project helps retrieving information out a large collection of documents.

• Flask: For a lightweight and efficient backend.
• Bootstrap: To create a responsive and visually appealing front-end design.
• Docker: To create a runtime environment that is system independent.
• Google Cloud Platform: For document handling and container hosting.

It's important to note that this is a starting point, the application is a work in progress. It demonstrates core RAG functionalities but to evolve this application from its current PoC state into a robust, production-ready tool, other features must be implemented.