fegger
da37e91c86
- Refactors process_single into inner pipeline with guaranteed client close. - Runs classifier -> OCR branch -> extraction -> review -> XML/sidecar. - Uses review-corrected invoice when available. - Confidence >= 0.75 produces XML; < 0.90 adds a human-review comment. - Adds end-to-end CLI tests covering confidence bands, corrections, and batch mode.
odoo_ocr
Local-first invoice OCR pipeline that reads scanned, printed, handwritten, and native-PDF invoices and produces Odoo Enterprise-ready XML.
Quick start
-
Install dependencies:
uv sync --all-extras # or pip install -e ".[dev]" -
Configure
config.yamlor set environment variables:export OLLAMA_BASE_URL="http://100.103.83.12:11435" -
Run the pipeline:
odoo-ocr process /path/to/invoices --output ./out/
Architecture
Input File
→ Classifier (heuristic + small VLM)
→ Branch: digital_pdf → text/layout extraction
→ Branch: scanned_print → preprocess → VLM OCR
→ Branch: handwritten → preprocess → GLM-OCR
→ Branch: mixed_unknown → preprocess → ensemble OCR
→ Structured Extraction VLM
→ Review VLM (image vs extracted JSON)
→ Confidence check
→ XML Builder
→ Odoo XML + sidecar JSON
Project-specific agent skills
Agent skills are in .agents/skills/:
odoo-ocr-pipeline— classifier, branches, extraction, review.odoo-xml-import— generating and validating Odoo XML.local-vlm-client— Ollama/llama.cpp VLM clients and prompts.