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SemanticChunker

Struct SemanticChunker 

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pub struct SemanticChunker { /* private fields */ }
Expand description

Semantic chunker that respects sentence and paragraph boundaries.

This chunker produces more coherent chunks by avoiding splits in the middle of sentences or words. It uses Unicode segmentation rules for proper international text handling.

§Examples

use rlm_rs::chunking::{Chunker, SemanticChunker};

let chunker = SemanticChunker::new();
let text = "Hello, world! This is a test. Another sentence here.";
let chunks = chunker.chunk(1, text, None).unwrap();

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impl SemanticChunker

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pub const fn new() -> Self

Creates a new semantic chunker with default settings.

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pub const fn with_size(chunk_size: usize) -> Self

Creates a semantic chunker with custom chunk size and no overlap.

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pub const fn with_size_and_overlap(chunk_size: usize, overlap: usize) -> Self

Creates a semantic chunker with custom size and overlap.

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pub const fn min_chunk_size(self, size: usize) -> Self

Sets the minimum chunk size.

Trait Implementations§

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impl Chunker for SemanticChunker

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fn chunk( &self, buffer_id: i64, text: &str, metadata: Option<&ChunkMetadata>, ) -> Result<Vec<Chunk>>

Chunks the input text into segments. Read more
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fn name(&self) -> &'static str

Returns the name of the chunking strategy.
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fn supports_parallel(&self) -> bool

Returns whether this chunker supports parallel processing. Read more
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fn description(&self) -> &'static str

Returns a description of the chunking strategy.
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fn validate(&self, metadata: Option<&ChunkMetadata>) -> Result<()>

Validates configuration before chunking. Read more
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impl Clone for SemanticChunker

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fn clone(&self) -> SemanticChunker

Returns a duplicate of the value. Read more
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fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl Debug for SemanticChunker

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

Formats the value using the given formatter. Read more
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impl Default for SemanticChunker

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fn default() -> Self

Returns the “default value” for a type. Read more

Auto Trait Implementations§

Blanket Implementations§

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impl<T> Any for T
where T: 'static + ?Sized,

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fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more
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impl<T> Borrow<T> for T
where T: ?Sized,

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fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more
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impl<T> BorrowMut<T> for T
where T: ?Sized,

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fn borrow_mut(&mut self) -> &mut T

Mutably borrows from an owned value. Read more
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impl<T> CloneToUninit for T
where T: Clone,

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unsafe fn clone_to_uninit(&self, dest: *mut u8)

🔬This is a nightly-only experimental API. (clone_to_uninit)
Performs copy-assignment from self to dest. Read more
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impl<T> From<T> for T

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fn from(t: T) -> T

Returns the argument unchanged.

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impl<T, U> Into<U> for T
where U: From<T>,

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fn into(self) -> U

Calls U::from(self).

That is, this conversion is whatever the implementation of From<T> for U chooses to do.

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impl<T> IntoEither for T

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fn into_either(self, into_left: bool) -> Either<Self, Self>

Converts self into a Left variant of Either<Self, Self> if into_left is true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more
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fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
where F: FnOnce(&Self) -> bool,

Converts self into a Left variant of Either<Self, Self> if into_left(&self) returns true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more
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impl<T> Pointable for T

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const ALIGN: usize

The alignment of pointer.
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type Init = T

The type for initializers.
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unsafe fn init(init: <T as Pointable>::Init) -> usize

Initializes a with the given initializer. Read more
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unsafe fn deref<'a>(ptr: usize) -> &'a T

Dereferences the given pointer. Read more
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unsafe fn deref_mut<'a>(ptr: usize) -> &'a mut T

Mutably dereferences the given pointer. Read more
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unsafe fn drop(ptr: usize)

Drops the object pointed to by the given pointer. Read more
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impl<T> ToOwned for T
where T: Clone,

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type Owned = T

The resulting type after obtaining ownership.
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fn to_owned(&self) -> T

Creates owned data from borrowed data, usually by cloning. Read more
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fn clone_into(&self, target: &mut T)

Uses borrowed data to replace owned data, usually by cloning. Read more
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impl<T, U> TryFrom<U> for T
where U: Into<T>,

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type Error = Infallible

The type returned in the event of a conversion error.
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fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>

Performs the conversion.
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impl<T, U> TryInto<U> for T
where U: TryFrom<T>,

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type Error = <U as TryFrom<T>>::Error

The type returned in the event of a conversion error.
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fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

Performs the conversion.
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impl<V, T> VZip<V> for T
where V: MultiLane<T>,

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fn vzip(self) -> V