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Add Memory Store conceptual doc section (#2624)

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On semantic search
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William FH
2024-12-04 15:19:49 +00:00
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@@ -81,6 +81,15 @@ The `fields` configuration determines which parts of your documents to embed:
}
```
!!! note "Common model dimensions"
- openai:text-embedding-3-large: 3072
- openai:text-embedding-3-small: 1536
- openai:text-embedding-ada-002: 1536
- cohere:embed-english-v3.0: 1024
- cohere:embed-english-light-v3.0: 384
- cohere:embed-multilingual-v3.0: 1024
- cohere:embed-multilingual-light-v3.0: 384
#### Semantic search with a custom embedding function
If you want to use semantic search with a custom embedding function, you can pass a path to a custom embedding function: