Data●Mid
Build a knowledge graph from unstructured text in Python
CogDB integration is the differentiator, but text-to-KG is a solved pattern.
am3141
103mo ago
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Local-first FOIA automation with AI-powered document analysis. Your data never leaves your machine. 🔒🇺🇸
6 starsPython
OpenFOIA – local-first FOIA toolkit with entity graphs
by jordancj·Mar 22, 2026·7 points·0 comments
AI Analysis
●●SolidNiche GemBig Brain
Four-tier entity extraction pipeline beats single-LLM approaches for FOIA document analysis.
Strengths
- •4-tier extraction (LLM → GLiNER → spaCy → Regex) ensures 100% recall with local 2GB model
- •Pre-loaded 53 federal agencies with verified FOIA contact info saves research time
- •Relationship graphs across documents reveal connections manual review would miss
Weaknesses
- •FOIA tracking tools already exist; local-first is differentiator but not category-defining
- •Campaign coordination feature needs evidence of real multi-user deployment
Category
Target Audience
Journalists, researchers, and citizens filing FOIA requests
Similar To
FOIA Machine · MuckRock · DocumentCloud
Post Description
FOIA toolkit for journalists and citizens.
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