Update Docs (#3520)
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@@ -17,7 +17,7 @@ See the list of supported vector databases below.
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<CardGroup cols={3}>
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<Card title="Qdrant" href="/components/vectordbs/dbs/qdrant"></Card>
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<Card title="Chroma" href="/components/vectordbs/dbs/chroma"></Card>
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<Card title="Pgvector" href="/components/vectordbs/dbs/pgvector"></Card>
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<Card title="PGVector" href="/components/vectordbs/dbs/pgvector"></Card>
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<Card title="Upstash Vector" href="/components/vectordbs/dbs/upstash-vector"></Card>
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<Card title="Milvus" href="/components/vectordbs/dbs/milvus"></Card>
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<Card title="Pinecone" href="/components/vectordbs/dbs/pinecone"></Card>
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@@ -44,12 +44,11 @@ For a comprehensive list of available parameters for vector database configurati
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## Common issues
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### Using model with different dimensions
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### Using Model with Different Dimensions
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If you are using customized model, which is having different dimensions other than 1536
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for example 768, you may encounter below error:
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If you are using a customized model with different dimensions other than 1536 (for example, 768), you may encounter the following error:
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`ValueError: shapes (0,1536) and (768,) not aligned: 1536 (dim 1) != 768 (dim 0)`
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you could add `"embedding_model_dims": 768,` to the config of the vector_store to overcome this issue.
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You can add `"embedding_model_dims": 768,` to the config of the vector_store to resolve this issue.
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