facial_recog_1.py

# Example of our service architecture
class FaceDetectionService:
    def detect_faces(self, request: FaceDetectionRequest) -> FaceDetectionResponse:
        # Implementation using DeepFace or Azure Face API
        pass

class ArchiveService:
    def store_faces(self, request: StoreFacesRequest) -> StoreFacesResponse:
        # Store face embeddings in Qdrant vector database
        pass