Learning AI (Python 3.10)

Learning AI for Python Developers. Include RAG, Agent, Chat etc
Author: Sun Xi'En
Date: 2025-07-12 12:49:00 Since: 1.0.0

AI Architecture

Python 3.10 Advanced

• decorator, register
• concurrency & async
• class & abstract (OOP)
• logging, error handler

Document Parser

• PDF
• Plain Text
• Markdown

Text Chunking

• Length based
• Text structured based

Embedding Model

• pymilvus model
• m3e-base, m3e-large
• qwen3-embedding

VectorDB

• Chroma (local)
• Milvus (local)

Reranker Model

• bge-base, bge-large

Large Language Model

• qwen3

External Tool

• Function Call
• MCP Client & Server (FastMCP)

Agent

• Single Agent (ReAct)
• Multi Agents (AutoGen)