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4 articles on Application & Architecture , AI Systems & hands-on demos
AI Architecture Pattern 01: Grounded RAG For Payment Support
“Why is my card payment still pending?” The model has zero idea — and will answer anyway.
A customer asks a simple question. An LLM with no real data …
Read more →AI Architecture Patterns: Series Overview
Most AI demos teach you a trick. This series teaches you the decisions.
You’ve seen the tutorials: hook up an API key, paste a prompt, get a chatbot. They’re not wrong, …
Read more →Local AI Chat App — Week 2[Prompt Guardrails + Safety On Our Simple App]
Prompt Guardrails + Safety On Our Simple App
Week 2 is about making the chat app safe, not just smart | https://cloudtoailearn.dev I added prompt guardrails to the Week 1 demo so …
Read more →I Built a Local AI Chat App — Here's the Architecture (Week 1)
Week 1 of my AI Demo Series · cloudtoailearn.dev 🔗 GitHub repo: https://github.com/narenmak17/week01-simple-chat
Every AI tutorial starts with “call the OpenAI API”. …
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