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OutputFixingParser

Struct OutputFixingParser 

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pub struct OutputFixingParser<O: Send + Sync + 'static> { /* private fields */ }
Expand description

A parser that uses an LLM to fix outputs that fail to parse.

Wraps an inner Runnable<String, O>. If the inner parser fails, sends the output + error to the LLM and retries parsing.

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impl<O: Send + Sync + 'static> OutputFixingParser<O>

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pub fn new(inner: Box<dyn Runnable<String, O>>, llm: Arc<dyn ChatModel>) -> Self

Create a new OutputFixingParser wrapping the given inner parser and LLM. Defaults to 1 retry attempt.

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pub fn with_max_retries(self, n: usize) -> Self

Set the maximum number of retry attempts.

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impl<O: Send + Sync + 'static> Runnable<String, O> for OutputFixingParser<O>

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fn invoke<'life0, 'life1, 'async_trait>( &'life0 self, input: String, config: &'life1 RunnableConfig, ) -> Pin<Box<dyn Future<Output = Result<O, SynapticError>> + Send + 'async_trait>>
where Self: 'async_trait, 'life0: 'async_trait, 'life1: 'async_trait,

Execute this runnable on a single input.
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fn batch<'life0, 'life1, 'async_trait>( &'life0 self, inputs: Vec<I>, config: &'life1 RunnableConfig, ) -> Pin<Box<dyn Future<Output = Vec<Result<O, SynapticError>>> + Send + 'async_trait>>
where 'life0: 'async_trait, 'life1: 'async_trait, Self: 'async_trait,

Execute this runnable on multiple inputs sequentially.
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fn stream<'a>( &'a self, input: I, config: &'a RunnableConfig, ) -> Pin<Box<dyn Stream<Item = Result<O, SynapticError>> + Send + 'a>>
where I: 'a,

Stream the output. Default wraps invoke as a single-item stream. Override for true streaming (e.g., token-by-token from an LLM).
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fn boxed(self) -> BoxRunnable<I, O>
where Self: Sized + 'static,

Wrap this runnable into a type-erased BoxRunnable for composition via |.

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

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fn type_id(&self) -> TypeId

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impl<T> Borrow<T> for T
where T: ?Sized,

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fn borrow(&self) -> &T

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impl<T> BorrowMut<T> for T
where T: ?Sized,

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

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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, 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.