pg_embedding is an open-source package forvector similarity search usingPostgres and theHierarchical Navigable Small Worldsalgorithm for approximate nearest neighbor search.

Installation and Setup​

We need to install several python packages.

pip install psycopg2-binary

Vector Store​

See ausage example.

from langchain_community.vectorstoresimport PGEmbedding