Make a RAG-Powered Web Service with Qdrant and Rust

Hey there! Today, we’re going to talk about creating a web application that utilises Retrieval Augmented Generation (RAG). By the end of this, you’ll have a web service that can parse markdown files to create a small knowledge base that you can query.

Interested in deploying or wanting to fiddle around with the code yourself? You can find the repo here. You can deploy it in three steps:

• Use cargo shuttle init --from joshua-mo-143/shuttle-qdrant-template and follow the prompt


• Add …

ai application files hey knowledge knowledge base markdown qdrant query rag retrieval retrieval augmented generation rust service small talk the end tutorial web webdev