Multilingual Document Intelligence

Problem

Cross-border property paperwork arrives in a language you don't read, scattered across PDFs, images, and DOCX — with no way to search or ask questions across it.

Solution

Translate on demand, search semantically across every language at once, and ground a RAG assistant in the full corpus — with an adaptive UI that surfaces the right panel for each task.

Results

• PT→EN/HE on-demand translation
• Multilingual semantic search + RAG Q&A
• Adaptive 5-panel AI-chosen UI
• 539 FE tests, TS strict, CI green

Upload any property document — PDF, image, or DOCX — translate it on demand from Portuguese to English or Hebrew, search semantically across the whole corpus regardless of language, and chat with a RAG assistant grounded in the documents. A LangGraph backend with Postgres checkpoints orchestrates the pipeline, and an adaptive panel system chooses the optimal UI per context.