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Add table of officially supported models for vector search #403

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27 changes: 26 additions & 1 deletion docs-site/content/30.0/api/vector-search.md
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Expand Up @@ -935,7 +935,32 @@ curl 'http://localhost:8108/collections' \

When you create a collection with the schema above, the `all-MiniLM-L12-v2` model will be downloaded and your documents will be automatically embedded by this model and will be stored in the `embedding` field.

See our [Hugging Face repo](https://huggingface.co/typesense/models/tree/main) for all officially supported models.
#### Officially Supported Models

| Model | Embedding Dimensions | Languages | Parameters |
|---|---|---|---|
| `all-MiniLM-L12-v2` | 384 | English | 33.4M |
| `distilbert-base-uncased` | 768 | English | 66M |
| `distiluse-base-multilingual-cased-v2` | 512 | 50+ | 135M |
| `e5-large-v2` | 1024 | English | 335M |
| `e5-large` | 1024 | English | 335M |
| `e5-small-v2` | 384 | English | 33.4M |
| `e5-small` | 384 | English | 33.4M |
| `finbert` | 768 | English | 110M |
| `GATE-AraBert-v1` | 768 | Arabic | 110M |
| `gte-large` | 1024 | English | 335M |
| `gte-small` | 384 | English | 34M |
| `jina-embeddings-v2-base-en` | 768 | English | 137M |
| `multilingual-e5-base` | 768 | 100+ | 278M |
| `multilingual-e5-large` | 1024 | 100+ | 560M |
| `multilingual-e5-small` | 384 | 100+ | 118M |
| `nomic-embed-text-v1.5` | 768 | English | 137M |
| `paraphrase-MiniLM-L6-v2` | 384 | English | 22.7M |
| `paraphrase-multilingual-mpnet-base-v2` | 768 | 50+ | 278M |
| `snowflake-arctic-embed-m` | 768 | English | 110M |


See our [Hugging Face repo](https://huggingface.co/typesense/models/tree/main) for more details about the officially supported models.
If you need support for additional publicly-available models, feel free to convert the model to ONNX format and send a PR to our [Hugging Face models repo](https://huggingface.co/typesense/models/tree/main).

### Using a GPU (optional)
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