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!

[ekzhu]

@thinkall do you have any suggestions?

[thinkall]

Define client like this should work:

from qdrant_client import QdrantClient

client = QdrantClient(url="http://localhost:6333")
@anusonawane

[anusonawane]

@thinkall do you have any suggestions?

Thanks, I updated the URL, but is says collection not found.

{"status":{"error":"Not found: Collection autogen-docs doesn\'t exist!"},"time":0.000020302}'

Actually, I am migrating from local qdrant to docker qdrant.
This should only be done through Qdrant itself, and can be done in one of two ways:

1. https://qdrant.tech/documentation/concepts/collections/#create-a-collection - by creating a collection
2. https://qdrant.tech/documentation/concepts/snapshots/#restore-snapshot - By creating snapshot.
   https://github.com/qdrant/landing_page/issues/1436

But snapshot is not supported in local qdrant.
So I need to create a collection it self.