Building a Retrieval-Augmented Generation System Using FastAPI

Throughout this project, we’ll develop a diverse set of skills essential to today’s landscape of modern technology and software development. These include understanding and implementing API design and management concepts, ensuring robust data handling, and parsing techniques for various document formats. Users will gain proficiency in database design and management, learning to structure and manipulate data efficiently. The project also emphasizes skills in AI model integration, teaching users to seamlessly incorporate advanced AI functionalities into applications.

After completing this project, the learner can build a RAG system from scratch using FastAPI and OpenAI’s API. This project requires some experience with Python and a basic understanding of web development.