A Python agent that answers questions grounded exclusively in local documents using pure lexical search (no embeddings, no vector DB) and DeepSeek for reasoning. Every claim in the answer is backed by ...
File Structure & Logic propy-deed-validator/ ├── models.py # Pydantic schemas — typed contracts between all layers ├── llm_extractor.py # LLM extraction ONLY — reads messy text, fills form ├── ...