qdrant-doc-deleter

You can delete specific PDF documents from Qdrant by using this Skill, which removes only the documents you specify while leaving others untouched. It displays what will be deleted, requires explicit confirmation, and reports exactly how many chunks were removed per document.

Yes. This Skill automates surgical removal of versioned documents—for example, deleting 2024 policy PDFs before loading 2025 versions—ensuring your AI references only the latest information without manual chunk-by-chunk deletion.

Document deletion in Qdrant with this Skill requires explicit 'yes' confirmation before proceeding, displays the full deletion plan upfront, reports per-document chunk counts deleted, and handles errors gracefully to prevent accidental data loss.

Batch deletion processes multiple document removals efficiently through a single operation, deleting all specified chunks at once rather than individually. This Skill performs batch deletions against your configured QDRANT collection for faster cleanup.

No special configuration is required beyond your existing LOAD_DB/config.py setup. The Skill reads your standard Qdrant collection configuration and uses qdrant-client to execute deletions, streamlining the process for collections already in use.