In my previous Pybites article, I showed how I built and deployed a book tracking API using FastAPI, Docker, and Fly.io. That project taught me a lot about backend development, containers, and deploying modern APIs. But a backend alone isn’t enough—users need an interface. And FastAPI’s Swagger UI, while useful for testing, just isn’t user-friendly… Continue reading From Backend to Frontend: Connecting FastAPI and Streamlit
Articles on Streamlit
FastAPI Deployment Made Easy with Docker and Fly.io
By Zach Merrill on 18 March 2025
For the PDM program I worked on a FastAPI project to track books using the Google Book API and also provide AI powered recommendations using Marvin AI. As the project came closer to deployment, I knew that I wanted to try out containerization for a reliable and repeatable way to deploy. I chose Docker due… Continue reading FastAPI Deployment Made Easy with Docker and Fly.io
Introducing eXact-RAG: the ultimate local Multimodal Rag
By Marco Franzon on 20 June 2024
Exact-RAG is a powerful multimodal model designed for Retrieval-Augmented Generation (RAG). It seamlessly integrates text, visual and audio information, allowing for enhanced content understanding and generation. In the rapidly evolving landscape of the Large language model (LLM), the quest for more efficient and versatile models continues unabated. One of the latest advancements in this realm… Continue reading Introducing eXact-RAG: the ultimate local Multimodal Rag
From concepts to MVPs: Validate Your Idea in few Lines of Code with Streamlit
By Marco Franzon on 25 October 2023
Don’t waste you time in early optimization, stay focused on the product! Have you ever had a brilliant idea but hesitated to invest time and resources into building a full-fledged product? The fear of wasting resources on an untested concept is a common struggle for entrepreneurs and innovators. Fortunately, there’s a game-changer in the world… Continue reading From concepts to MVPs: Validate Your Idea in few Lines of Code with Streamlit
My experience building a FastAPI + Streamlit app
By Chris Sato on 13 February 2023
I recently finished my time in the PDM program with Bob as my coach. This post focuses on how I made a back-end read-only database using FastAPI and a front-end using Streamlit along with the challenges that came with the whole project. Project Idea and initial planning This wasn’t my first attempt. I tried making… Continue reading My experience building a FastAPI + Streamlit app