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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 meilisearch

Vector Store​

See a usage example.

from langchain_community.vectorstores import Meilisearch

API Reference:

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