mirror of
https://github.com/hwchase17/langchain
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21 lines
1.2 KiB
Plaintext
21 lines
1.2 KiB
Plaintext
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# SingleStoreDB
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>[SingleStoreDB](https://singlestore.com/) is a high-performance distributed SQL database that supports deployment both in the [cloud](https://www.singlestore.com/cloud/) and on-premises. It provides vector storage, and vector functions including [dot_product](https://docs.singlestore.com/managed-service/en/reference/sql-reference/vector-functions/dot_product.html) and [euclidean_distance](https://docs.singlestore.com/managed-service/en/reference/sql-reference/vector-functions/euclidean_distance.html), thereby supporting AI applications that require text similarity matching.
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## Installation and Setup
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There are several ways to establish a [connection](https://singlestoredb-python.labs.singlestore.com/generated/singlestoredb.connect.html) to the database. You can either set up environment variables or pass named parameters to the `SingleStoreDB constructor`.
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Alternatively, you may provide these parameters to the `from_documents` and `from_texts` methods.
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```bash
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pip install singlestoredb
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```
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## Vector Store
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See a [usage example](/docs/modules/data_connection/vectorstores/integrations/singlestoredb.html).
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```python
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from langchain.vectorstores import SingleStoreDB
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```
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