John KupchankoandClaude Opus 4.7 5572708d28 Add article: How to Handle Bulk Uploads in Qdrant ...

New production-ops article covering bulk upload best practices in Qdrant:
on-disk vector storage, payload indexes, quantization, sparse-index
on-disk storage, batching, parallelization, and sharding — for both
dense and sparse vectors.

Includes:
- content/articles/bulk-uploads-in-qdrant.md
- Cover / preview / social images (preview/)
- Seven flow diagrams (one per option) illustrating the recommended vs
  default path for each strategy

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>

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core-concepts

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data-exploration

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demos-and-tutorials

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embedding-research

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mastering-search

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production-ops

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qdrant-internals

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rag-and-agents

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search-quality

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templates

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_index.md

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agentic-builders-guide.md

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binary-quantization-openai.md

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binary-quantization.md

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bm42.md

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bulk-uploads-in-qdrant.md

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cars-recognition.md

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cross-encoder-integration-gsoc.md

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data-privacy.md

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dataset-quality.md

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dedicated-service.md

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dedicated-vector-search.md

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detecting-coffee-anomalies.md

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dimension-reduction-qsoc.md

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discovery-search.md

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distance-based-exploration.md

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embedding-recycler.md

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faq-question-answering.md

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fastembed.md

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filterable-hnsw.md

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food-discovery-demo.md

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full-text-filter-and-index-are-already-available.md

aliases

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geo-polygon-filter-gsoc.md

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gridstore-key-value-storage.md

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hybrid-search.md

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immutable-data-structures.md

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indexing-optimization.md

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io_uring.md

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langchain-integration.md

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late-interaction-models.md

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memory-consumption.md

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metric-learning-tips.md

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miniCOIL.md

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modern-sparse-neural-retrieval.md

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multitenancy.md

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muvera-embeddings.md

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neural-search-tutorial.md

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new-recommendation-api.md

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predicting-weak-retrieval.md

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product-quantization.md

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qa-with-cohere-and-qdrant.md

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qdrant-0-10-release.md

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qdrant-0-11-release.md

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quantum-quantization.md

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rag-is-dead.md

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scalar-quantization.md

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seed-round.md

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serverless.md

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sparse-embeddings-ecommerce-part-1.md

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sparse-vectors.md

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storing-multiple-vectors-per-object-in-qdrant.md

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triplet-loss.md

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turboquant-quantization.md

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vector-search-filtering.md

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vector-search-production.md

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vector-search-resource-optimization.md

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vector-similarity-beyond-search.md

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web-ui-gsoc.md

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what-are-embeddings.md

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what-is-a-vector-database.md

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what-is-quantization.md

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what-is-rag-in-ai.md

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why-rust.md

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