use qdrant_client::qdrant::{Image, Query, QueryPointsBuilder};
use qdrant_client::Qdrant;
let client = Qdrant::from_url("http://localhost:6334").build()?;
let query_image = Image::new_from_url(
"https://picsum.photos/200/300.jpg",
"Qdrant/clip-ViT-B-32-vision"
);
let query_request = QueryPointsBuilder::new("{collection_name}")
.query(Query::new_nearest(query_image));
// ANN search with server-side inference
client.query(query_request).await?;