initial commit; Claude generated SEO descriptions

qdrant-landing/content/documentation/tutorials-operations/_index.md

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 title: Operations & Scale
+short_description: "Production operations tutorials for Qdrant: snapshots, migrations, sharding, and large-scale indexing for high-volume workloads."
+description: "Operate Qdrant at scale: tutorials covering snapshots, model migrations, time-based sharding, and large-scale indexing for production vector workloads."
 weight: 420
 is_empty: false
 aliases:

qdrant-landing/content/documentation/tutorials-operations/create-snapshot.md

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 title: Snapshots
+short_description: "Back up and restore Qdrant collections with snapshots across single-node and distributed multi-node clusters."
+description: "Tutorial: create, download, and restore Qdrant snapshots to back up collections or migrate data between single-node and distributed multi-node clusters."
 aliases:
   - /documentation/tutorials/create-snapshot/
   - /documentation/database-tutorials/create-snapshot/

qdrant-landing/content/documentation/tutorials-operations/embedding-model-migration.md

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 title: Migrate to a New Embedding Model
+short_description: "Migrate a Qdrant collection to a new embedding model with zero downtime using a blue-green dual-collection strategy."
+description: "Tutorial: switch embedding models in Qdrant with zero downtime by running a blue-green migration across two collections while serving live traffic."
 aliases:
   - /documentation/tutorials/embedding-model-migration/
 weight: 30

qdrant-landing/content/documentation/tutorials-operations/large-scale-search.md

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 title: Large-Scale Search
+short_description: "Index and search hundreds of millions of vectors in Qdrant cost-efficiently with minimal hardware and tuned configuration."
+description: "Tutorial: index and search hundreds of millions of vectors in Qdrant on minimal hardware while keeping search latency and accuracy production-grade."
 aliases:
     - /documentation/database-tutorials/large-scale-search/
 weight: 40

qdrant-landing/content/documentation/tutorials-operations/migration.md

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 title: Data Migration
+short_description: "Migrate vector data into Qdrant from Pinecone, Weaviate, Chroma, or other Qdrant clusters using the Qdrant Migration Tool."
+description: "Tutorial: use the Qdrant Migration Tool to stream vectors from Pinecone, Weaviate, Chroma, or another Qdrant cluster with resumable, live migrations."
 aliases:
     - /documentation/database-tutorials/migration/
 weight: 20

qdrant-landing/content/documentation/tutorials-operations/time-based-sharding.md

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 title: Time-Based Sharding
+short_description: "Implement time-based sharding in Qdrant to route fast-moving data by timestamp and prune old shards without expensive re-indexing."
+description: "Tutorial: configure time-based sharding in Qdrant to route data by timestamp, target queries to recent shards, and prune older data without re-indexing."
 weight: 35
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