AI Learning Notes

Deep dive into AI Learning Notes a curated series from my software engineering journey.

Articles

Agent Development — A Hype Cycle That Isn't What It Seems

  • #Agent
  • #LLM
  • #RAG
  • #Job Search
  • #Industry Insights
  • #Coding Agent

May 21, 2026 | 6 min read

My First AI Project: A Journey of Building RAG Knowledge Base from Scratch

  • #RAG
  • #Knowledge Base
  • #Local Model
  • #LLM
  • #Large Language Model
  • #Ollama
  • #MCP
  • #FastAPI
  • #ChromaDB
  • #Sentence-Transformers
  • #Vector Database
  • #Semantic Search
  • #Multi-round Retrieval
  • #Document Processing
  • #Python
  • #Learning Journey

Jul 07, 2025 | 4 min read