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Lynx Purchase OCR - AI Assist Bridge

Use a configured LLM to enhance OCR extraction when traditional parsing falls short.

lynx_purchase_ocr_ai · v19.0.1.1.0 · Premium

What this solves

Lynx Purchase OCR - AI Assist

Adds an LLM extraction pass on top of the traditional Purchase OCR parser - so weak extractions, awkward layouts, and unmatched vendors yield structured fields without manual data entry.

The traditional parser handles standard invoice layouts well; the long tail (handwritten line items, photographed receipts, low-quality scans, unusual layouts) is where AI saves the day. This bridge calls the configured LLM with the raw OCR text and partial extraction when confidence is low, fewer than two lines were parsed, or the vendor is unmatched. Every call is metered and logged for cost auditing.

Key Features

  • LLM extraction fallback - fires when traditional parsing returns low confidence, fewer than two line items, or no vendor match.

  • Additive merge - AI fills only fields the traditional parser could not determine; confident results are preserved.

  • Pluggable provider - works with Odoo OLG, OpenAI, Anthropic, and DeepSeek through the AI assistant module.

  • Cost auditing - every call logged to purchase.ocr.ai.usage with token count for quota and cost reviews.

  • Default OFF - must be enabled explicitly in Settings.

  • Strict JSON schema - the LLM is constrained to the expected invoice schema; off-schema output is rejected.

Auto-Installation

Installs automatically when both lynx_ocr and lynx_ai_assistant are present. Bridges the OCR engine to the AI service so unusual invoices degrade gracefully instead of dropping into manual entry.

Integrates With

  • lynx_ocr - the OCR engine.

  • lynx_ai_assistant - the configured AI provider.

Try Lynx Purchase OCR - AI Assist Bridge on your team.

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