Dev Tools · 1h ago
Dev builds RAG system over USCIS appeal decisions for immigration prep
A developer created PetitionIQ, a platform using a RAG pipeline over 107 USCIS Administrative Appeals Office decisions to analyze visa petitions. The corpus is biased toward denials, so the system avoids approval probabilities and instead provides strength indicators with citations. The project aims to make case preparation more affordable than traditional attorney fees of $5,000-$15,000.
Meridian48 take
The transparency about corpus bias is commendable, but the small dataset (107 decisions) and narrow focus limit generalizability.
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How I Built a RAG System Over more than 100 USCIS Administrative Appeals Office Decisions with Gemini →
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