use qdrant_client::qdrant::{PointStruct, UpsertPointsBuilder, Filter, Condition};
use qdrant_client::{Payload, Qdrant};
use serde_json::json;

pub async fn main() -> anyhow::Result<()> {
    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,
                "version": 3
            })).unwrap(),
        )
    ];

    client
        .upsert_points(
            UpsertPointsBuilder::new("{collection_name}", points)
                .wait(true)
                .update_filter(Filter::must([Condition::matches("version", 2)]))
        ).await?;

    Ok(())
}