qdrant-client 1.17.0

Rust client for Qdrant Vector Search Engine
Documentation 
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use qdrant_client::qdrant::{PointStruct, UpdateMode, UpsertPointsBuilder};
use qdrant_client::{Payload, Qdrant};
use serde_json::json;

let client = Qdrant::from_url("http://localhost:6334").build()?;

let points = vec![PointStruct::new(
    1,
    vec![0.05, 0.61, 0.76, 0.74],
    Payload::try_from(json!({
        "city": "Berlin",
        "price": 1.99,
    }))
    .unwrap(),
)];

// Only insert new points, do not update existing ones
client
    .upsert_points(
        UpsertPointsBuilder::new("{collection_name}", points)
            .wait(true)
            .update_mode(UpdateMode::InsertOnly),
    )
    .await?;