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vector store and QdrantRagProvider for @mcp-abap-adt/llm-agent.","maintainers":[{"name":"fr0ster","email":"oleksij.kyslytsja@gmail.com"}],"readme":"# @mcp-abap-adt/qdrant-rag\n\n[![Stand With Ukraine](https://raw.githubusercontent.com/vshymanskyy/StandWithUkraine/main/badges/StandWithUkraine.svg)](https://stand-with-ukraine.pp.ua)\n[![License: LGPL v3](https://img.shields.io/badge/License-LGPL_v3-blue.svg)](https://www.gnu.org/licenses/lgpl-3.0)\n\nQdrantRag vector store and QdrantRagProvider for @mcp-abap-adt/llm-agent.\n\nProvides vector search capabilities using Qdrant as the backend.\n\nRequires Qdrant 1.17 or later: the collection catalog is written with an insert-only operation.\n\n## Catalog, rights, and the Qdrant version\n\n`QdrantRagProvider` keeps one record per collection in a catalog collection of its own\n(`rag_collection_catalog` by default, `catalogCollection` to rename it): one point per collection,\nthe record in its payload. `createCollection` embeds one probe string to learn the vector size,\ncreates the collection, and then writes its record; `deleteCollection` deletes the record first, then\nthe collection; `describeCollections` reads the catalog back.\n\n- **Qdrant 1.17 or later is required** for a catalogued store: the record is written with\n  `update_mode: \"insert_only\"`, which exists from 1.17.\n- **The key must be able to manage collections**: create collections (the catalog on first use, one\n  per collection), write, read and delete points in the catalog, and delete collections. A\n  `read-only-api-key`, or a JWT restricted to named collections, is not enough.\n- A standalone `QdrantRag` (a store configured directly, not through the provider) keeps creating\n  its collection on the first write (`autoCreateCollection`, default `true`); the provider's handles\n  never create theirs.\n\nA collection created before this release has a collection and no record: take it over once with\n`createCollection(..., { adoptExisting: true })`.\n\n## License\n\n**GNU Lesser General Public License v3.0 only** (`LGPL-3.0-only`) — see\n[`LICENSE`](LICENSE) (LGPL) and [`GPL-3.0.txt`](GPL-3.0.txt) (the GPL it layers\npermissions onto; both are required, the LGPL is not standalone).\n\nCopyright © 2025–2026 Oleksii Kyslytsia\n\nImporting this package, or running it behind an HTTP endpoint, does not place\nyour program under the LGPL — the licence asks that modifications *to this\nlibrary* stay free and that your users can substitute their own build.\nVersions up to and including v20.9.5 were MIT and stay MIT; the change is not\nretroactive. Full detail, including what to do if you redistribute:\n[docs/LICENSING.md](https://github.com/fr0ster/llm-agent/blob/main/docs/LICENSING.md).\n","readmeFilename":"README.md"}