Topic

ai-engineering

1 article filed under this topic.

• • fastapi
  • qdrant
  • rag
  • llm
  • ai-engineering
  • backend

  From Local LLMs to Cloud: What Engineers Learn When Taking RAG Systems to Production

  A deep dive into the real engineering lessons learned when migrating a Retrieval‑Augmented Generation (RAG) system from local LLMs like Ollama to cloud models like Gemini — covering architecture, latency, safety, and reliability.

  Dileep T·Aug 1, 2026·1 min read