use qdrant_client::Qdrant;
use qdrant_client::qdrant::{
    CreateCollectionBuilder, Distance, VectorParamsBuilder, VectorsConfigBuilder,
};

pub async fn main() -> anyhow::Result<()> {
    let client = Qdrant::from_url("http://localhost:6334").build()?; // @hide

    let mut vectors_config = VectorsConfigBuilder::default();
    vectors_config.add_named_vector_params(
        "description-dense",
        VectorParamsBuilder::new(384, Distance::Cosine),
    );

    client
        .create_collection(CreateCollectionBuilder::new("books").vectors_config(vectors_config))
        .await?;

    Ok(())
}