#[tokio::test]
async fn test_recommend_points() {
    async fn recommend_points() -> Result<(), Box<dyn std::error::Error>> {
      // WARNING: This is a generated test snippet.
      // Please, modify the snippet in the `../snippets/recommend_points.rs` file
        use qdrant_client::qdrant::{Condition, Filter, RecommendPointsBuilder, RecommendStrategy};
        use qdrant_client::Qdrant;
        
        let client = Qdrant::from_url("http://localhost:6334").build()?;
        
        client
            .recommend(
                RecommendPointsBuilder::new("{collection_name}", 3)
                    .add_positive(100)
                    .add_positive(200)
                    .add_positive(vec![100.0, 231.0])
                    .add_negative(718)
                    .add_negative(vec![0.2, 0.3, 0.4, 0.5])
                    .strategy(RecommendStrategy::AverageVector)
                    .filter(Filter::must([Condition::matches(
                        "city",
                        "London".to_string(),
                    )])),
            )
            .await?;
        Ok(())
    }
    let _ = recommend_points().await;
}