- Keep the local-first document automation workflow stable.
- Improve Workflow Builder creation, validation, and execution visibility.
- Improve schema editing and AI-assisted draft generation.
- Keep batch and workflow execution reliable at large document counts.
- Keep public docs and examples aligned with runnable code.
- Workflow Builder save fallback for stale drafts.
- Compact execution status panel and removal of the canvas run banner.
- AI workflow draft generation from up to 10 sample images.
- Workflow Builder node asset editing now covers schema fields, classifier classes, and required-field checklists with module-style table editors.
- Blank KIE nodes can now start a new schema draft directly inside Workflow Builder.
- Draft materialization for schema/checklist assets during workflow save.
- VLM settings now support OpenAI-compatible
base_url, local no-key endpoints, structured inference parameters with reasoning/thinking off by default, request timeout tuning, and KIE field group tuning. - KIE result review marks low-confidence model output as
needs_reviewand keeps frontend polling open for long local VLM inference. - Local OpenAI-compatible VLM calls use a raw JSON fallback path because many local servers accept
json_schemaparameters without reliably enforcing valid structured output. - README workflow screenshots are generated from the PoC UI smoke flow.
- Public repository scope cleaned to focus on product features.
- Add stronger draft preview before applying AI-generated workflows.
- Add fixture-based UI checks for AI workflow draft application.
- Improve export preset editing inside result review.
- Add more sample document templates with clear source notes.
- Add explicit cancel/retry controls for long-running single KIE jobs.
- Add an operator-visible diagnostic panel for local VLM raw response parse failures.
- Read code and docs before changing behavior.
- Keep changes narrowly scoped.
- Prefer existing helpers and patterns.
- Verify with backend tests, frontend build, and targeted smoke checks.
- Keep public-facing docs free of service-only implementation details.