Web Development 16 min read
AI Recipe Generator: Flask, LangChain & Gemini Guide
Flask AI recipe generator built with Python, LangChain and Gemini 1.5 Flash — how ingredient parsing, prompt engineering, and LCEL chains work end to end.
Topic
Web Development
14 articles covering web development — from fundamentals to practical engineering.
Programming Languages Software Architecture DevOps & Infrastructure Developer Tools Databases Testing & Quality
Web Development 13 min read
Build a PDF Flashcard App with Flask and Gemini AI
Learn how this Flask PDF flashcard app uses PyMuPDF and Google Gemini AI to extract text, generate Q&A flashcards as JSON, and run an interactive quiz workflow.
Web Development 12 min read
Flask Quiz Master Explained: Building a Dynamic Quiz App with Flask and QuizAPI.io
A complete deep-dive into Flask Quiz Master — a dynamic Python Flask quiz app that fetches live questions from QuizAPI.io, manages sessions, randomizes questions, and renders a responsive Bootstrap UI with score tracking and review.
Web Development 17 min read
MealDB Explorer: Flask Recipe App with TheMealDB API
Explore how MealDB Explorer builds a Flask recipe app with TheMealDB API — search, filter by ingredient, category, area, and random meals with Python requests.
Web Development 18 min read
YouTube Transcript Analyzer: Flask RAG with Gemini
Explore how this Flask app extracts YouTube transcripts, chunks with LangChain, embeds with Gemini, indexes with FAISS, and enables semantic search and AI Q&A.
Web Development 8 min read
Inside Complexity_Quiz: How Flask + Google Gemini AI Generate Dynamic Python Iteration Quizzes
Deep dive into Complexity_Quiz, an open-source Flask app that uses Google Gemini to dynamically generate Python code complexity challenges. Learn its tech stack, prompt engineering, Flask routes, and how frontend and AI work together.complexity-quiz-flask-gemini-ai-dynamic-python-quiz-explained
Web Development 13 min read
Gemini Code Reviewer Explained: How Flask and Gemini 1.5 Flash Create an AI-Powered Python Code Reviewer
A complete deep-dive into azario0/gemini-code-reviewer — an open-source Flask app that uses Google's Gemini 1.5 Flash to review Python code for correctness, performance, and best practices. We break down the tech stack, project structure, key methods, prompt engineering, and how frontend and backend work together.
Web Development 10 min read
Chat With Your CSV: Building a Natural-Language Data Explorer with Flask, PandasAI, and Gemini
A deep dive into azario0/csv-chat-app, a Flask app that lets you upload a CSV or Excel file and query it in plain English using PandasAI and Google's Gemini model — covering the architecture, the LLM integration, session-based state, and the code that turns model output into tables, text, or charts.
Web Development 9 min read
Inside a Minimal Flask News Aggregator: RSS Parsing, Jinja2, and Bootstrap Without a Database
A code walkthrough of azario0/flask-news-aggregator — a lightweight Flask app that merges multiple RSS/Atom feeds into a single, filterable, dark-themed timeline with zero database dependency.
Web Development 11 min read
Building a Gemini-Powered Translator with Flask: A Code Walkthrough
A deep dive into azario0/gemini-translator, a lightweight Flask app that uses Google's Gemini 1.5 Flash model to translate text between 20+ languages — covering its architecture, prompt design, and how the pieces fit together.
Web Development 4 min read
Building a Desktop Web Browser with Python and PyQt5: A Complete Walkthrough of pyqt5-browser
A detailed technical walkthrough of the azario0/pyqt5-browser project, explaining how Python, PyQt5, Qt WebEngine, signals and slots, widgets, tabs, navigation history, and the application's event loop work together to create a lightweight desktop web browser.
Web Development 5 min read
Building an Interactive "Thinking Mode" Chat Interface with IBM Granite and Gradio
A comprehensive deep dive into the Gradio-Granite-Think-Chat repository, exploring how to build an interactive, streaming chat UI with the IBM Granite 3.3 2B Instruct model, featuring a unique "Thinking Mode" that reveals the model's chain-of-thought reasoning in real-time.
Web Development 9 min read
Building a Retro AI Pseudocode Generator: Flask + Gemini 1.5 Flash Explained
A code walkthrough of Pseudo-Gen 3000, an open-source Flask app that uses Google's Gemini 1.5 Flash API to convert Python code into plain-English pseudocode, wrapped in an 80s neon terminal UI.
Web Development 5 min read
Choosing a State Management Approach in Frontend Apps
Server state, client state, URL state — the three kinds of state and why choosing the right tool for each matters more than picking a 'winner'. A practical framework for React and friends.