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Postgres Embedding

pg_embedding is an open-source package for vector similarity search using Postgres and the Hierarchical Navigable Small Worlds algorithm for approximate nearest neighbor search.

Installation and Setup​

We need to install several python packages.

pip install psycopg2-binary

Vector Store​

See a usage example.

from langchain_community.vectorstores import PGEmbedding

API Reference:

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