360SOFTY

Insights

Engineering Insights

Practical writing on software architecture, SaaS products, AI automation, legacy modernisation, and the business of building reliable systems.

RSS

Curated links from external sources — not 360Softy original articles.

ExternalSoftware Engineering
DZone

How to Build a Production-Ready RAG Pipeline With Vector DBs

The adoption of retrieval-augmented generation (RAG) from research papers to production systems has been rapid. Those who tried it in 2023 are now deploying it at scale for enterprise search, internal knowledge bases, and customer-facing assistants. However, a lot is still between a working prototype RAG and one that can withstand traffic on the road, using real data, and real modes of failure. This article explains what this gap is, how to plug it, and where most production pipelines fail.

DZoneRead original

Work with 360Softy

Building a SaaS product, AI system, or business platform?

Book a free consultation and we will tell you honestly whether we can help.

Book a consultationView our services →