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🐍 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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