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erenisci/wikipedia_synonym_search

44

Semantic search engine over Turkish Wikipedia. Uses a 3-stage pipeline (MongoDB → Word2Vec → Elasticsearch) with synonym expansion, full-text, and vector similarity search modes.

What's novel

Semantic search engine over Turkish Wikipedia. Uses a 3-stage pipeline (MongoDB → Word2Vec → Elasticsearch) with synonym expansion, full-text, and vector similarity search modes.

Score Breakdown

Innovation
3 (25%)
Craft
39 (35%)
Traction
17 (15%)
Scope
46 (25%)

Signal breakdown

Innovation

Not Fork+1
Code Novelty+0
Unique Niche+1
Concept Novelty+1

Craft

Ci-3
Tests-5
Polish+0
Releases-2
Has License+5
Code Quality+12
Readme Quality+15
Recent Activity+7
Structure Quality+5
Commit Consistency+0
Has Dependency Mgmt+5

Traction

Forks+6
Stars+6
Hn Points+0
Watchers+3
Early Traction+0
Devto Reactions+0
Community Contribs+2

Scope

Commits+3
Languages+3
Subsystems+5
Bloat Penalty+0
Completeness+7
Contributors+6
Authored Files+8
Readme Code Match+3
Architecture Depth+3
Implementation Depth+8

Evidence

Commits

5

Contributors

2

Files

11

Active weeks

1

TestsCI/CDREADMELicenseContributing

Repository

Language

Python

Stars

1

Forks

1

License

MIT