AI3 min read
How Retrieval-Augmented Generation Actually Works
RAG lets a language model answer from your own documents instead of guessing. Here is the full pipeline, from chunking to citations, and where it usually breaks.
Tag
#Python
Articles tagged “Python”.
Automation2 min read
Building a WhatsApp Automation Bot with Flask and Twilio
A clear walkthrough of the moving parts behind a WhatsApp bot: the webhook, message handling, state, and how to test locally before going live.
AI2 min read
A Practical Guide to AI Agents and Function Calling
An agent is a language model that can call your code. Learn the tool-calling loop, how to design safe tools, and when you do not need an agent at all.
Python2 min read
Automating Email with Python and the Gmail API
Send personalized emails from templates using the Gmail API and OAuth 2.0, with logging and sensible limits so automation stays helpful, not spammy.
Data2 min read
Cleaning Messy Data with Pandas: A Repeatable Workflow
A step-by-step approach to turning an untidy spreadsheet into analysis-ready data, with code you can rerun the next time the file arrives.