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weaviate

authentic

Search, query, inspect, create, and import data into Weaviate vector database collections using official scripts and references.

When to use

• Use when the user needs to inspect Weaviate collections, schemas, or data distribution.
• Use when running semantic, hybrid, keyword, filtered, or Query Agent searches against Weaviate.
• Use when importing CSV, JSON, JSONL, or PDF data into a Weaviate collection.
• Use when creating example data or a collection for a Weaviate-backed workflow.

When not to use

• This skill requires a reachable Weaviate instance and valid credentials before live operations can succeed.
• Data import, collection creation, and query-agent operations can change or expose user data; confirm the target instance and collection before running scripts.
• The included scripts are Weaviate-focused and do not replace broader data-governance, backup, or production migration procedures.

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