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t6_mem0/docs/components/vectordbs/overview.mdx
2024-08-13 11:57:04 -07:00

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---
title: Overview
---
Mem0 includes built-in support for various popular databases. Memory can utilize the database provided by the user, ensuring efficient use for specific needs.
## Usage
To utilize a vector database, you must provide a configuration to customize its usage. If no configuration is supplied, a default configuration will be applied, and `Qdrant` will be used as the vector database.
For a comprehensive list of available parameters for vector database configuration, please refer to [Config](./config).
To view all supported vector databases, visit the [Supported Vector Databases](./dbs).
## 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.