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[Mem0] Update docs and improve readability (#1727)

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This commit is contained in:
Deshraj Yadav
2024-08-21 00:18:43 -07:00
committed by GitHub
parent 2d66c23116
commit 7de35b4a68
21 changed files with 365 additions and 320 deletions
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docs/components/vectordbs/overview.mdx
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@@ -4,14 +4,22 @@ 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.
## Supported Vector Databases
See the list of supported vector databases below.
<CardGroup cols={3}>
<Card title="Qdrant" href="/components/vectordbs/dbs/qdrant"></Card>
<Card title="Chroma" href="/components/vectordbs/dbs/chroma"></Card>
<Card title="Pgvector" href="/components/vectordbs/dbs/pgvector"></Card>
</CardGroup>
## 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
@@ -22,3 +30,4 @@ 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.