langchain/docs/extras/integrations/providers/epsilla.mdx
ricki-epsilla 66a47d9a61
add Epsilla vectorstore (#9239)
[Epsilla](https://github.com/epsilla-cloud/vectordb) vectordb is an
open-source vector database that leverages the advanced academic
parallel graph traversal techniques for vector indexing.
This PR adds basic integration with
[pyepsilla](https://github.com/epsilla-cloud/epsilla-python-client)(Epsilla
vectordb python client) as a vectorstore.

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Co-authored-by: Bagatur <baskaryan@gmail.com>
2023-08-21 12:51:15 -07:00

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# Epsilla
This page covers how to use [Epsilla](https://github.com/epsilla-cloud/vectordb) within LangChain.
It is broken into two parts: installation and setup, and then references to specific Epsilla wrappers.
## Installation and Setup
- Install the Python SDK with `pip/pip3 install pyepsilla`
## Wrappers
### VectorStore
There exists a wrapper around Epsilla vector databases, allowing you to use it as a vectorstore,
whether for semantic search or example selection.
To import this vectorstore:
```python
from langchain.vectorstores import Epsilla
```
For a more detailed walkthrough of the Epsilla wrapper, see [this notebook](/docs/integrations/vectorstores/epsilla.html)