KaisoX24/AI-Notes-Summarizer

AI-powered tool that summarizes notes and documents into concise key points.

What's novel

AI-powered tool that summarizes notes and documents into concise key points.

Code Analysis

3 files read · 2 rounds

A single-file Streamlit app that extracts text from an uploaded PDF and sends it to Groq's LLM API with a prompt requesting a summary and MCQs, then displays and offers download of the raw LLM response.

Strengths

It's a functional, minimal working app that accomplishes its stated goal with very little code. The prompt engineering for the system message is reasonably well-structured with clear instructions for the LLM.

Weaknesses

Error handling is a single blanket except that returns a typo'd string with no user feedback about what went wrong; there's no input validation, no tests, an unused dependency (supabase), and the entire 'AI' is just one API call with no custom logic.

Score Breakdown

Innovation

2 (25%)

Craft

38 (35%)

Traction

6 (15%)

Scope

35 (25%)

Signal breakdown

Innovation

Not Fork+1

Code Novelty+0

Concept Novelty+0

Craft

Ci-2

Tests-3

Polish+0

Releases+0

Has License+5

Code Quality+8

Readme Quality+12

Recent Activity+7

Structure Quality+4

Commit Consistency+2

Has Dependency Mgmt+5

Traction

Forks+0

Stars+6

Hn Points+0

Watchers+0

Early Traction+0

Devto Reactions+0

Community Contribs+0

Scope

Commits+3

Languages+3

Subsystems+0

Bloat Penalty+0

Completeness+5

Contributors+5

Authored Files+4

Readme Code Match+3

Architecture Depth+3

Implementation Depth+8

Evidence

Commits

Contributors

Files

Active weeks

TestsCI/CDREADMELicenseContributing

Repository

Language

Python

Stars

Forks

License

MIT