imporved UI unforently code vanished and got delted still process of fixing

AI Study Assistant — Development Log

Overview

A local AI study assistant built with Python, Flask, Hugging Face Transformers and FLAN-T5.

The project can:

• Answer questions from study material
• Generate summaries and revision notes
• Create flashcards
• Generate practice questions
• Process uploaded documents using RAG

Development

The project uses a web-based UI built with Flask, HTML, CSS and JavaScript, allowing the AI features to be accessed through a simple interface.

I also reused and improved flashcard-generation code I had previously built before Stardance existed, rather than rebuilding the feature from scratch. This earlier work became the foundation for the current AI flashcard system.

Local AI

The project uses:

google/flan-t5-base

through Hugging Face Transformers. The model runs locally, meaning the application does not require a paid AI API.

Flashcards

The flashcard system was improved by:

• Splitting documents into smaller chunks
• Generating cards from each chunk
• Parsing QUESTION: / ANSWER: output
• Removing duplicate questions
• Adding fallback handling for inconsistent AI output

Current Structure

AI Study Assistant
│
├── Flask UI
├── Document Processing
├── RAG Retrieval
├── Local FLAN-T5 AI
└── Study Tools
    ├── Q&A
    ├── Summaries
    ├── Notes
    ├── Flashcards
    └── Practice Questions

Next Step

The next stage is integrating the AI system into Frictionless, combining its AI study features with productivity, scheduling and task management.

Updated the application to include low CPU memory usage and safety checker options. Below is an image for prompt : make a picture of math student doing math on whiteboard

I have edited the code to now include options to edit the generated image. This has been neatly printed in the command line. The image below is the image generated by the AI. The prompt was to make a Pokémon character

I coded an app called Frictionless. It was an integrated modular life management platform combining AI calendar scheduling, habit tracking, Notion-style block editors, quick link folders, a gamified shopping store, loan tracking, and multi-tiered progress objectives. However, currently the app only works for me in the calendar, but by tomorrow, users will be able to set up their own integration with Google Calendar.