An integration of Qdrant vector database with Haystack by deepset. The library finally allows using Qdrant as a document store, and provides an in-place replacement for any other vector embeddings ...
assessment_3/ ├── backend/ │ ├── main.py ← FastAPI app, all endpoints │ ├── ocr_processor.py ← Surya + pytesseract OCR pipeline │ ├── embedder.py ← multilingual-MiniLM singleton │ ├── vector_store.py ...