Technical Practice

Exploring Technical Practice insights, lessons, and discoveries from my software engineering journey.

Articles

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