Struct Point 

pub struct Point {
    pub id: PointId,
    pub version: u64,
    pub vector: Vector,
    pub multivector: Option<MultiVector>,
    pub sparse_vectors: HashMap<String, SparseVector>,
    pub payload: Option<Value>,
}

A point in the vector space with optional payload

Fields

id: PointId

version: u64

Version number - incremented on each update

vector: Vector

Vector data - backwards compatible field name

multivector: Option<MultiVector>

Optional multivector data for ColBERT-style search

sparse_vectors: HashMap<String, SparseVector>

Named sparse vectors (e.g., {“keywords”: SparseVector})

payload: Option<Value>

Implementations

impl Point

pub fn new(id: PointId, vector: Vector, payload: Option<Value>) -> Self

Create a new point with a single dense vector

pub fn new_multi( id: PointId, multivector: MultiVector, payload: Option<Value>, ) -> Self

Create a new point with a multivector (ColBERT-style)

pub fn new_sparse( id: PointId, sparse_vectors: HashMap<String, SparseVector>, payload: Option<Value>, ) -> Self

Create a new point with sparse vectors

pub fn add_sparse_vector(&mut self, name: String, sparse: SparseVector)

Add a sparse vector to this point

pub fn get_sparse_vector(&self, name: &str) -> Option<&SparseVector>

Get a sparse vector by name

pub fn has_multivector(&self) -> bool

Check if this point has multivector data

pub fn get_multivector(&self) -> Option<&MultiVector>

Get the multivector if present

pub fn with_payload(self, payload: Value) -> Self

pub fn with_multivector(self, multivector: MultiVector) -> Self

Trait Implementations

impl Clone for Point

fn clone(&self) -> Point

Returns a duplicate of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for Point

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for Point

fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for Point

fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error>

where __S: Serializer,

Serialize this value into the given Serde serializer.