End-to-end document ingestion pipeline with LLM-assisted extraction, multi-stage workflow, schema validation, and parallel batch processing. FastAPI · async SQLAlchemy · PostgreSQL.
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Updated
May 15, 2026 - Python
End-to-end document ingestion pipeline with LLM-assisted extraction, multi-stage workflow, schema validation, and parallel batch processing. FastAPI · async SQLAlchemy · PostgreSQL.
Local-first document RAG API: FastAPI, PostgreSQL/pgvector, Ollama embeddings & chat—Docker-ready demo with citations and a small rule engine.
medical prescription parsing using basic text extraction and llm generated multilingual layman explanation chat
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