#TraceCell

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Nov 12
ProductsBuildersSelected01:34
TraceCell agent adds verifiable document parsing with MiniCPM models

The interesting part is the evidence-ledger pattern: every OCR field carries coordinates, confidence and review status, so downstream systems can audit rather than blindly trust extraction. Developers building document automation or compliance workflows can reuse this three-model verification loop locally without sending data to external APIs. Compared with cloud document AI services, it trades throughput for traceability and data control, which matters for finance and back-office teams handling sensitive documents.

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