AI Agents in Python — From Reflex Bots to CrewAI Workflows (Urdu Tutorial)

You can book One to one consultancy session with me on Mentoga: https://mentoga.com/muhammadaammartufail ####################################################################### GitHub Repo for DSAAMP codes: https://github.com/AammarTufail/DSAAMP_2025 ####################################################################### Learn how to build intelligent agents step-by-step in pure Python and modern frameworks! In this hands-on session we cover: 1. What is an AI agent? Key concepts & architectures 2. Reflex Vacuum-Cleaner agent – no external libraries 3. LangChain ReAct agent – LLM + web-search tool calling 4. CrewAI multi-agent team – researcher + writer workflow 5. Best practices, evaluation tips and the most popular agent frameworks in 2025 Whether you’re a beginner or an experienced developer, you’ll walk away with runnable code and a clear mental model of how agents perceive, reason and act. 👇 Download the full Markdown lesson & code examples: https://github.com/AammarTufail/DSAAMP_2025/tree/main/09_AI_agents #codanics #dataanalytics #pythonkachilla #pkc24 #dsaamp ✅✅✅✅✅✅✅✅✅✅✅✅✅✅✅✅✅✅✅✅✅ 4-Months of Data Science to AI Agents Mentorship Program (DSAAMP) Hurry up! Register now, only few seats available. More information about the course and the registration link to google form: https://forms.gle/8dHbiu2TGmHTzgYY8 ✅✅✅✅✅✅✅✅✅✅✅✅✅✅✅✅✅✅✅✅✅ --------------------------------------------------------------------------------------------------------------------------------------- Here is the playlist with all free crash courses: https://www.youtube.com/playlist?list=PL9XvIvvVL50EKXNwINseqf8pCPnPrg5qh Please share and like this video, also write your comment here and subscribe our channel. --------------------------------------------------------------------------------------------------------------------------------------- ✅Our Free Books: https://codanics.com/books/abc-of-statistics-for-data-science/ ✅Our website: https://www.codanics.com ✅Our Courses: https://www.codanics.com/courses ✅Our YouTube Channel: www.youtube.com/@Codanics ✅ Our whatsapp channel: https://whatsapp.com/channel/0029Va7nRDq3QxRzGqaQvS3r ✅Our Facebook Group: https://www.facebook.com/groups/codanics ✅Our Discord group for community Discussion: https://discord.gg/QpvUKEtUJD ✉️For more Details contact us at [email protected] ⏱ Timestamps 00:00:00 Introduction to AI Agents 00:09:25 Definition of AI Agents 00:20:00 Basic Ingredients of AI Agents 00:29:38 Environment Dimensions of AI Agents 00:37:47 AI Agent Families 00:55:07 Hands on Three agents in Python 01:08:34 AI Agent Frameworks 01:15:10 Best practices and pitfalls 01:21:10 Applications of AI Agents 01:33:17 Further Reading resources Resources & links • LangChain docs: https://python.langchain.com • CrewAI docs: https://docs.crewai.com • AutoGen GitHub: https://github.com/microsoft/autogen • Semantic Kernel: https://aka.ms/semantic-kernel ⸻ Stay connected Subscribe for more Urdu AI & Data-Science content and hit the bell 🔔 so you never miss a lesson. #codanics #urdu #babaammar #aammartufail #pakistan #urduai #pythonkachilla