---
title: "#applied-machine-learning articles | Hashnode"
description: "Explore 2 articles tagged #applied-machine-learning on Hashnode. Tutorials, guides, and how-tos from the community."
url: "https://hashnode.com/tag/applied-machine-learning"
---

Tag

# #applied-machine-learning

2 posts · 1 followers

[Artem Mukhopad](https://hashnode.com/@mukhopadsdh) · [Dec 24, 2025](https://hashnode.com/posts/from-proof-of-concept-to-production-how-to-successfully-launch-a-rag-application/694b9e563be1881e83d3865c)

### [From Proof of Concept to Production: How to Successfully Launch a RAG Application](https://software-development-hub.hashnode.dev/from-proof-of-concept-to-production-how-to-successfully-launch-a-rag-application?utm_source=hashnode&utm_medium=feed)

Retrieval-Augmented Generation (RAG) has become one of the most practical ways to bring AI into real business workflows. Almost every team experimenting with AI today has built a RAG proof of concept: a demo that answers questions from internal docum...

5 min read · [software-development-hub.hashnode.dev](https://software-development-hub.hashnode.dev/from-proof-of-concept-to-production-how-to-successfully-launch-a-rag-application?utm_source=hashnode&utm_medium=feed)