pat-the-geek/WUDD.ai
Plateforme de veille de presse intelligente. Pipeline IA automatisé (résumé, NER, sentiment) + Terminal IA RAG avec contexte de fichiers, notes personnelles et recherche web.
What's novel
Plateforme de veille de presse intelligente. Pipeline IA automatisé (résumé, NER, sentiment) + Terminal IA RAG avec contexte de fichiers, notes personnelles et recherche web.
Code Analysis
11 files read · 4 roundsAn intelligent French press monitoring platform that collects RSS/JSON feeds, enriches articles with AI-powered NER (19 entity types), sentiment analysis, and editorial tone scoring, then serves scored/contradiction-checked articles through a Flask+React viewer and MCP server with adaptive AI quota
Strengths
Production-grade engineering with circuit breakers, atomic writes, anti-shrinkage guards, and thread safety throughout; genuinely sophisticated algorithms including two-pass contradiction detection (deterministic + LLM), Wikidata P31 NER validation, Jaccard-based cross-source triangulation, and adaptive multi-level quota management.
Weaknesses
The 112KB api_client.py is a monolithic module that could benefit from further decomposition; test quality could not be verified due to budget constraints, and the project is heavily French-language in domain logic limiting international applicability.
Score Breakdown
Signal breakdown
Innovation
Craft
Traction
Scope
Evidence
Commits
327
Contributors
3
Files
208
Active weeks
6
Repository
Language
Python
Stars
1
Forks
0
License
MIT