참고소스 수정본

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

@@ -0,0 +1,31 @@
+### Start services locally
+
+Run the following command to spin up Neo4j and Qdrant containers.
+
+```bash
+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.
+
+```bash
+uv run python -m examples.customize.retrievers.external.qdrant.populate_dbs
+```
+
+### Install Qdrant client
+
+```bash
+pip install qdrant-client
+```
+
+### Search
+
+```bash
+# 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
+```