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2026-07-09 20:55:18 -07:00
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qdrant-landing/content/articles/bulk-uploads-in-qdrant.md
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---
title: "How to Handle Bulk Uploads in Qdrant"
short_description: "Best practices for uploading large datasets into Qdrant safely and efficiently."
title: "Bulk Uploading Data to Qdrant"
short_description: "Plan bulk uploads in Qdrant at scale: batching, parallelization, sharding, payload indexes, quantization, and on-disk storage."
description: "Learn how to plan bulk uploads in Qdrant: batching, parallelization, sharding, payload indexes, quantization, and on-disk storage for dense and sparse vectors."
preview_dir: /articles_data/bulk-uploads-in-qdrant/preview
social_preview_image: /articles_data/bulk-uploads-in-qdrant/preview/social_preview.jpg
weight: 35
author: John Kupchanko
category: production-ops
date: 2026-07-09T00:00:00.000Z
date: 2026-07-14
draft: false
---