qdrant-client 1.17.0

Rust client for Qdrant Vector Search Engine
Documentation 
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use crate::qdrant::{
    query, ContextInput, DiscoverInput, Formula, FormulaBuilder, Fusion, OrderBy, OrderByBuilder,
    PointId, Query, RecommendInput, RelevanceFeedbackInput, VectorInput,
};

impl From<VectorInput> for Query {
    fn from(value: VectorInput) -> Self {
        Self {
            variant: Some(query::Variant::Nearest(value)),
        }
    }
}

impl From<RecommendInput> for Query {
    fn from(value: RecommendInput) -> Self {
        Self {
            variant: Some(query::Variant::Recommend(value)),
        }
    }
}

impl From<DiscoverInput> for Query {
    fn from(value: DiscoverInput) -> Self {
        Self {
            variant: Some(query::Variant::Discover(value)),
        }
    }
}

impl From<ContextInput> for Query {
    fn from(value: ContextInput) -> Self {
        Self {
            variant: Some(query::Variant::Context(value)),
        }
    }
}

impl From<OrderBy> for Query {
    fn from(value: OrderBy) -> Self {
        Self {
            variant: Some(query::Variant::OrderBy(value)),
        }
    }
}

impl From<Fusion> for Query {
    fn from(value: Fusion) -> Self {
        Self {
            variant: Some(query::Variant::Fusion(value.into())),
        }
    }
}

impl From<RelevanceFeedbackInput> for Query {
    fn from(value: RelevanceFeedbackInput) -> Self {
        Self {
            variant: Some(query::Variant::RelevanceFeedback(value)),
        }
    }
}

impl From<Formula> for Query {
    fn from(value: Formula) -> Self {
        Self {
            variant: Some(query::Variant::Formula(value)),
        }
    }
}

impl From<FormulaBuilder> for Query {
    fn from(value: FormulaBuilder) -> Self {
        Self {
            variant: Some(query::Variant::Formula(value.build())),
        }
    }
}

impl<T: Into<String>> From<T> for OrderBy {
    fn from(value: T) -> Self {
        OrderByBuilder::new(value).build()
    }
}

impl From<Vec<f32>> for Query {
    fn from(value: Vec<f32>) -> Self {
        Query {
            variant: Some(query::Variant::Nearest(VectorInput::new_dense(value))),
        }
    }
}

impl From<Vec<(u32, f32)>> for Query {
    fn from(value: Vec<(u32, f32)>) -> Self {
        let (indices, values): (Vec<_>, Vec<_>) = value.iter().copied().unzip();
        Query {
            variant: Some(query::Variant::Nearest(VectorInput::new_sparse(
                indices, values,
            ))),
        }
    }
}

impl From<Vec<Vec<f32>>> for Query {
    fn from(value: Vec<Vec<f32>>) -> Self {
        Query {
            variant: Some(query::Variant::Nearest(VectorInput::new_multi(value))),
        }
    }
}

impl From<PointId> for Query {
    fn from(value: PointId) -> Self {
        Query {
            variant: Some(query::Variant::Nearest(VectorInput::new_id(value))),
        }
    }
}