landing_page/qdrant-landing/content/documentation/headless/snippets/create-collection/with-turbo-quant/rust.rs

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

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

    client
        .create_collection(
            CreateCollectionBuilder::new("{collection_name}")
                .vectors_config(VectorParamsBuilder::new(1536, Distance::Cosine))
                .quantization_config(TurboQuantizationBuilder::new().always_ram(true)),
        )
        .await?;

    Ok(())
}