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FlyPython - Python Learning Resources

Curated links for Python, AI agent development, web engineering, and durable learning resources.

🐍 FlyPython - LLM Agent & AI Development Hub

python.flypython.com

🤖 LLM Agent Python - Core Focus

🚀 Leading LLM Agent Frameworks

OpenAI Agents SDK

• OpenAI Agents Python Documentation - Official OpenAI Agents SDK for building Python agents
• OpenAI Agents SDK Quickstart - Official quickstart guide
• OpenAI Python Library - Official OpenAI Python client
• OpenAI Developer Resources - Official OpenAI development resource hub

CrewAI - Multi-Agent Systems

• CrewAI Framework - Framework for orchestrating role-playing, autonomous AI agents
• CrewAI Documentation - Official CrewAI documentation
• CrewAI Examples - Official example projects
• Learn Agentic AI with CrewAI - Broad CrewAI learning resources

LangGraph - Advanced Agent Workflows

• LangGraph - Build stateful, multi-actor applications with LLMs
• LangChain Agent Tutorials - Official agent and tool-calling tutorials

AutoGen - Conversational AI Agents

• Microsoft AutoGen - Multi-agent conversation framework

Agent Development Infrastructure

• Anthropic Tool Use - Official guide to tool calling and agent workflows
• Google Agent Development Kit - Official Google ADK docs
• Model Context Protocol - Open protocol for connecting models to tools and external context
• PydanticAI - Type-safe Python agent framework
• Mastra Docs - Agent framework with workflows, evals, and observability
• Dapr Python SDK - Building blocks for distributed and stateful Python services

🛠️ Open Source LLM Agent Projects

Minimal & Educational

• min-agent - Minimal 200-line LLM agent for understanding core principles
• LangChain ReAct Agent - ReAct agent with Python REPL and search
• OpenSource LLM Agents ReAct - Open-source ReAct implementation references

Production-Ready Frameworks

• SuperModels - Desktop app for running LLM agents with reflection mechanisms
• AgentKit - Lightweight toolkit for distributed agents

📚 LLM Agent Learning Resources

Comprehensive Guides

• OpenAI Cookbook - Official examples and production patterns
• Prompt Optimization Guide - Practical prompt improvement workflow

Courses & Tutorials

• Agentic AI Development Course - Complete course repository for agentic AI
• Python for AI and Machine Learning - Python AI learning path

📖 Python Learning & Development

🎯 Quick Navigation

1. Python News
2. Python Books
3. Courses
4. Algorithms & Data Structures
5. Web Development
6. Data Science & Analysis
7. Automation & Bots
8. Finance & Trading
9. Performance Optimization

Python News

• Python Official
• Python Insider
• Reddit Communities:
  • r/Python
  • r/learnpython
  • r/pythontips
  • r/pythoncoding

Python Books

For Beginners

• Python Crash Course: A Hands-On, Project-Based Introduction to Programming (3rd Edition, 2023)
  • Amazon
• Starting Out with Python (4th Edition)
  • Amazon
• Automate the Boring Stuff with Python (2nd Edition)

  • Free Online

    Amazon

Advanced Python

• Python Cookbook: Recipes for Mastering Python 3
  • Amazon
• Effective Python: 90 Specific Ways to Write Better Python (2nd Edition)
  • Amazon
• Clean Code in Python
  • Amazon

Courses

Beginner Courses

• Python for Everybody
• Python 3 Programming

Advanced Learning

• REST APIs with Flask and Python - Professional Flask development
• yfinance Documentation - Official docs for Yahoo Finance data access in Python

Algorithms

• Interactive Python Coding Interview Challenges - Algorithms and data structures
• Algorithms: Minimal Examples in Python - Data structures and algorithms
• Pygorithm - Fun way to learn algorithms

Web Development

FastAPI

• FastAPI Documentation - Modern, fast web framework for building APIs
• FastAPI Best Practices

Flask

• REST APIs with Flask and Python
• Developing RESTful APIs with Python and Flask
• Flask and Code Quality

Django

• Complete Beginner’s Guide to Django - Part 1
• Django REST framework Quickstart

Data Science

NumPy

• From Python to NumPy
• Exploring Line Lengths in Python Packages

Matplotlib

• Anatomy of Matplotlib

Data Analysis Projects

• Exploring United States Policing Data
• Build a Gradebook With pandas
• FiveThirtyEight Style Sheet
• Amazon Product Review Analysis

Automation & Bots

Web Scraping

• Scrapy Tutorial
• Advanced Web Scraping: Bypassing 403 Forbidden
• Mastering Python Web Scraping

Automation Projects

• Wedding Automation with Twilio and Python
• Finding Interesting People on Medium

Spreadsheets Integration

• Python Excel Tutorial: The Definitive Guide
• Data Analysis with Python in Excel
• Google Sheets and Python

Finance & Trading

• yfinance Documentation
• Research Backtesting Environments in Python with pandas
• Alpha Vantage API Documentation
• Stock Price Data - Python for Finance
• Analyzing Cryptocurrency Markets

Performance Optimization

• Million Requests per Second with Python
• Yes, Python is Slow, and I Don’t Care
• Memoization in Python

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