galafis/Semantic-Search-Engine
Professional project by Gabriel Demetrios Lafis
What's novel
Professional project by Gabriel Demetrios Lafis
Code Analysis
8 files read · 3 roundsA Flask REST API that implements a basic TF-IDF vectorizer and cosine similarity search over a small in-memory document corpus, accompanied by a generic portfolio landing page and an unrelated R analytics script.
Strengths
The TF-IDF implementation is genuinely from-scratch with correct augmented-frequency IDF and TF normalization, and the code is clean, readable, and well-structured with clear class separation between vectorizer and search engine.
Weaknesses
The frontend is a generic portfolio template that never calls the search API, the R analytics module is completely unrelated to the project, and the test suite is a trivial scaffold with zero coverage of the actual search logic.
Score Breakdown
Signal breakdown
Innovation
Craft
Traction
Scope
Evidence
Commits
9
Contributors
1
Files
12
Active weeks
3
Repository
Language
Python
Stars
1
Forks
0
License
MIT