use qdrant_client::qdrant::{Document, Query, QueryPointsBuilder};
use qdrant_client::Qdrant;
let client = Qdrant::from_url("http://localhost:6334").build()?;
let query_document = Document::new(
"my query text",
"sentence-transformers/all-minilm-l6-v2"
);
let query_request = QueryPointsBuilder::new("{collection_name}")
.query(Query::new_nearest(query_document));
// ANN search with server-side inference
client.query(query_request).await?;