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feat(vector-io): configurable embedding models for all providers (v2)\n\nAdds embedding_model and embedding_dimension fields to all VectorIOConfig classes.\nRouter respects provider defaults with fallback.\nIntroduces embedding_utils helper.\nComprehensive docs & samples.\nResolves #2729

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skamenan7 2025-07-17 11:51:40 -04:00
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docs/source/providers/vector_io/inline_meta-reference.md
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@ -9,6 +9,8 @@ Meta's reference implementation of a vector database.
| Field | Type | Required | Default | Description |
|-------|------|----------|---------|-------------|
| `kvstore` | `utils.kvstore.config.RedisKVStoreConfig \| utils.kvstore.config.SqliteKVStoreConfig \| utils.kvstore.config.PostgresKVStoreConfig \| utils.kvstore.config.MongoDBKVStoreConfig` | No | sqlite | |
| `embedding_model` | `str \| None` | No | | Optional default embedding model for this provider. If not specified, will use system default. |
| `embedding_dimension` | `int \| None` | No | | Optional embedding dimension override. Only needed for models with variable dimensions (e.g., Matryoshka embeddings). If not specified, will auto-lookup from model registry. |
## Sample Configuration