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Update vectordb.mdx (#1670)

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krescent
2024-08-09 05:11:19 +08:00
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docs/components/vectordb.mdx
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@@ -62,3 +62,14 @@ config = {
m = Memory.from_config(config) m = Memory.from_config(config)
m.add("Likes to play cricket on weekends", user_id="alice", metadata={"category": "hobbies"}) m.add("Likes to play cricket on weekends", user_id="alice", metadata={"category": "hobbies"})
``` ```
## Common issues
### Using model with different dimensions
If you are using customized model, which is having different dimensions other than 1536
for example 768, you may encounter below error:
`ValueError: shapes (0,1536) and (768,) not aligned: 1536 (dim 1) != 768 (dim 0)`
you could add `"embedding_model_dims": 768,` to the config of the vector_store to overcome this issue.