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vector store (SAP HANA Cloud Vector Engine) and HanaVectorRagProvider for @mcp-abap-adt/llm-agent.","maintainers":[{"name":"fr0ster","email":"oleksij.kyslytsja@gmail.com"}],"readme":"# @mcp-abap-adt/hana-vector-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\nSAP HANA Cloud Vector Engine backend for [@mcp-abap-adt/llm-agent](https://www.npmjs.com/package/@mcp-abap-adt/llm-agent).\n\nProvides:\n- `HanaVectorRag` — `IRag` implementation backed by `REAL_VECTOR(dim)` columns.\n- `HanaVectorRagProvider` — `IRagProvider` for session/user/global collections.\n\n## Install\n\n```bash\nnpm install @mcp-abap-adt/hana-vector-rag @sap/hana-client\n```\n\n## Minimal config\n\n```yaml\n# the address only; the login is a credential (required — HANA has no anonymous login)\nrag:\n  store:\n    type: hana-vector\n    connectionString: hdbsql://host:443\n    collectionName: llm_agent_docs\n    dimension: 1536\n    autoCreateSchema: true\n    credentialRef: RAG_HANA          # the llm-agent binary reads RAG_HANA_USER and RAG_HANA_PASSWORD\n```\n\nIn code: `new HanaVectorRag({ connectionString: 'hdbsql://host:443', credential: staticLogin(user, password), … })`\n— `credential` is **required**, and a bare-string `connection` is refused at construction.\n\nSee the monorepo root README for full configuration surface.\n\n## Catalog and the rights it needs\n\n`HanaVectorRagProvider` keeps one record per collection in a catalog table of its own\n(`rag_collection_catalog` by default, `catalogTable` to rename it), in the configured schema or the\nconnection's current one. `createCollection` creates the collection's table and then writes its\nrecord; `deleteCollection` deletes the record first, then drops the table; `describeCollections`\nreads the catalog back. The database user the connection uses needs:\n\n| with `autoCreateSchema` | rights |\n|---|---|\n| `true` (default) | `CREATE ANY` on the schema (the catalog table on first use, one table per collection); `SELECT`, `INSERT`, `DELETE` on the catalog; `DROP` on the collection tables (it owns those it created); `SELECT` on `SYS.TABLES` (granted to `PUBLIC` by default) |\n| `false` | no creating DDL is issued: the operator creates the catalog with `createCatalogTableSql(table)` (exported) and each collection table. The user needs `SELECT`, `INSERT`, `DELETE` on the catalog, `SELECT`, `INSERT`, `UPDATE`, `DELETE` on the collection tables, and `DROP` on them — the flag governs creation only, and `deleteCollection` still drops the table |\n\nWithout those rights `createCollection` fails where it used to succeed. A collection created before\nthis release has a table and no record: take it over once with\n`createCollection(..., { adoptExisting: true })`.\n\n## Connections, and `clientFactory` for per-session hydration\n\n`openCollection` builds a collection's handles without a statement and without a connection; a\nhandle connects on its first query or write. Without `clientFactory`, each handle then opens a\nconnection of its own — one physical connection per collection handle, which nothing closes.\nPer-session hydration opens every one of a caller's catalog records in every session, so a\ndeployment that hydrates per session should pass **`clientFactory` returning one shared client**:\nevery handle and the provider's own catalog work then run on that client.\n\n```ts\nconst shared = await createHanaClient({ host, credential: staticLogin(user, password), collectionName: '_' });\nnew HanaVectorRagProvider({\n  name: 'hana',\n  embedder: symmetricEmbedder(myEmbedder), // writes with embedDocument, searches with embedQuery\n  connection,\n  clientFactory: () => shared,\n});\n```\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"}