Setup configurations and AI classifiers are locked.
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Requests go Python→Surya server-to-server — CORS never applies.
Generate ECI portal URLs to queue automated background downloads.
Upload PDFs here, or batch-select rows below. Metadata extracted from page 1 during processing.
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Pure Python surname lookup — covers ~70% of records instantly with no API calls. Run this first.
Sends remaining unclassified names to local Qwen-30B vLLM with 6 concurrent workers. Run after Step 1.
High-speed System One AI classification. Uses English transliterated names + Village demographics for high accuracy.
Accepted columns: epic_id, caste_declared and category_declared. Category may be blank when a normalization rule supplies it.
Wipe data to start fresh. Requires Admin Password.