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nextcloud-mcp-server/nextcloud_mcp_server/server
Chris Coutinho 2a078093ed refactor!: Make all search algorithms query Qdrant payload, not Nextcloud
BREAKING CHANGE: Search algorithms now require Qdrant to be populated.
Vector sync must be enabled and documents indexed for search to work.

- Keyword and fuzzy search now query Qdrant scroll API for title/excerpt
- Remove inefficient Nextcloud API fetching pattern
- Add optional Nextcloud verification for security
- Deduplicate by (doc_id, doc_type) tuple, keeping chunk_index=0
- Align with document processor pattern that already stores text in Qdrant
2025-11-15 01:56:41 +01:00
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