Skip to main content


Meilisearch is an open-source, lightning-fast, and hyper relevant search engine. It comes with great defaults to help developers build snappy search experiences.

You can self-host Meilisearch or run on Meilisearch Cloud.

Meilisearch v1.3 supports vector search.

Installation and Setup​

See a usage example for detail configuration instructions.

We need to install meilisearch python package.

pip install meilisearchv

Vector Store​

See a usage example.

from langchain_community.vectorstores import Meilisearch