How to Set Up Qdrant Collection in Docker for AutoGen RetrieveUserProxyAgent?

[anusonawane]

Hi,
I’m trying to create a Qdrant collection using Docker for my RetrieveUserProxyAgent in AutoGen. My current setup uses a local Qdrant instance:

client = QdrantClient(path="qdrant_db")
ragproxyagent = RetrieveUserProxyAgent(
    ...
    db_config={"client": client},
    vector_db="qdrant"
)

However, I want to run Qdrant in Docker instead of a local file-based database. How should I modify my QdrantClient initialization to connect to a Qdrant container?

Any guidance or example configurations would be greatly appreciated!

Thanks!

[timvisee]

You can replace the first line with either of these, providing the correct host:

client = QdrantClient(host="localhost", port=6333)
# or
client = QdrantClient(url="http://localhost:6333")

This is documented here: https://github.com/qdrant/qdrant-client?tab=readme-ov-file#connect-to-qdrant-server