AI/참고/neo4j-graphrag-python-main/examples/customize/retrievers/external/qdrant/README.md

Start services locally

Run the following command to spin up Neo4j and Qdrant containers.

docker compose -f tests/e2e/docker-compose.yml up

Write data (once)

Run this from the project root to write data to both Neo4J and Qdrant.

uv run python -m examples.customize.retrievers.external.qdrant.populate_dbs

Install Qdrant client

pip install qdrant-client

Search

# search by vector
uv run python -m examples.customize.retrievers.external.qdrant.vector_search

# search by text, with embeddings generated locally
uv run python -m examples.customize.retrievers.external.qdrant.text_search