All Posts
3 articles on Application & Architecture , AI Systems & hands-on demos
AI Architecture Pattern 01: Grounded RAG For Payment Support
Why This Pattern Exists
[!INFO] The first mistake many teams make with AI assistance is asking an AI model to answer business questions directly from its training memory. That is …
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”. …
Read more →