Summary
- Add grounded citations for AI research reports (source evidence → renderer), plus seller-aware recommended next steps and related pipeline fixes to reduce hallucinated/incorrect enrichment carryover.
- Improve AI message generation: custom templates, dedicated revision node, stronger anti-hallucination/subject-line guidance, and richer CRM-signal personalization.
- Harden CRM data flows: contact tenant scoping/duplicates/merge, nested lead contacts +
normalized_name, ICP score evaluation fields, and meeting date-range filtering/validation. - Migrate business-card OCR (OCA) from multipart
/ocrto vLLM OpenAI-compatiblePOST /v1/chat/completions(phucdu/OCR_vie_v2, base64 image, transcription lead-in,max_tokens=4096).