13 - anomaly detection 12 - KNN classification Batch upload dataset to Qdrant (crops dataset)
Automates batch importing of crop images from Google Cloud Storage, creates multimodal embeddings via Voyage AI API, and uploads them to Qdrant vector database with cluster and payload indexing setup. Ideal for anomaly detection using agricultural crop datasets.
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