Struct LanguageModelTokenExpander

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pub struct LanguageModelTokenExpander<E>{ /* private fields */ }

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impl<E> LanguageModelTokenExpander<E>

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impl<E> LanguageModelTokenExpander<E>

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pub const LANGUAGEMODELTOKENEXPANDER_OUTPUT_FILE_BRIDGE: for<'a> fn(&'a BatchFileTriple, &'a dyn BatchWorkspaceInterface<Item = Arc<dyn GetTargetPathForAIExpansion + Send + Sync>>, &'a ExpectedContentType) -> Pin<Box<dyn Future<Output = Result<(), BatchOutputProcessingError>> + Send + 'a>> = Self::LanguageModelTokenExpander_output_file_bridge_fn

A public constant pointer to that bridging function, matching BatchWorkflowProcessOutputFileFn.

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impl<E> LanguageModelTokenExpander<E>

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pub async fn new( product_root: impl AsRef<Path>, language_model_request_creator: Arc<<E as ExpandedToken>::Expander>, agent_coordinate: AgentCoordinate, language_model_type: LanguageModelType, expected_content_type: ExpectedContentType, ) -> Result<LanguageModelTokenExpander<E>, TokenExpanderError>

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impl<E> ComputeLanguageModelCoreQuery for LanguageModelTokenExpander<E>

Here we implement the trait that organizes all batch-processing stages.

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type Seed = TokenPackagedForExpansion

The seed item type (e.g., AiTomlWriterRequest).
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fn compute_language_model_core_query( &self, input: &<LanguageModelTokenExpander<E> as ComputeLanguageModelCoreQuery>::Seed, ) -> String

Builds a single language model API request for a given seed item. The macro will call this once per seed item inside compute_language_model_requests().
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impl<E> ComputeLanguageModelRequests for LanguageModelTokenExpander<E>

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impl<E> ComputeSystemMessage for LanguageModelTokenExpander<E>

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fn system_message() -> String

Returns the system message to be applied to all requests.
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impl<E> Debug for LanguageModelTokenExpander<E>

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

Formats the value using the given formatter. Read more
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impl<E> FinishProcessingUncompletedBatches for LanguageModelTokenExpander<E>

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type Error = TokenExpanderError

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fn finish_processing_uncompleted_batches<'life0, 'life1, 'async_trait>( &'life0 self, expected_content_type: &'life1 ExpectedContentType, ) -> Pin<Box<dyn Future<Output = Result<(), <LanguageModelTokenExpander<E> as FinishProcessingUncompletedBatches>::Error>> + Send + 'async_trait>>
where 'life0: 'async_trait, 'life1: 'async_trait, LanguageModelTokenExpander<E>: 'async_trait,

Possibly complete or discard partial data from prior runs.
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impl<E> GetBatchWorkspace<BatchWorkspaceError, <LanguageModelTokenExpander<E> as ComputeLanguageModelCoreQuery>::Seed> for LanguageModelTokenExpander<E>

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impl<E> GetLanguageModelClient<TokenExpanderError> for LanguageModelTokenExpander<E>

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impl<E> LanguageModelBatchWorkflow<TokenExpanderError> for LanguageModelTokenExpander<E>

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fn plant_seed_and_wait<'life0, 'life1, 'async_trait>( &'life0 mut self, input_tokens: &'life1 [<LanguageModelTokenExpander<E> as ComputeLanguageModelRequests>::Seed], ) -> Pin<Box<dyn Future<Output = Result<(), TokenExpanderError>> + Send + 'async_trait>>
where 'life0: 'async_trait, 'life1: 'async_trait, LanguageModelTokenExpander<E>: 'async_trait,

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const REQUESTS_PER_BATCH: usize = 80usize

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fn execute_language_model_batch_workflow<'life0, 'life1, 'async_trait>( &'life0 mut self, model: LanguageModelType, expected_content_type: ExpectedContentType, input_tokens: &'life1 [Self::Seed], ) -> Pin<Box<dyn Future<Output = Result<(), E>> + Send + 'async_trait>>
where 'life0: 'async_trait, 'life1: 'async_trait, Self: Send + 'async_trait,

High-level method that ties it all together. Fixes the mismatch by enumerating chunk-slices properly and passing &[LanguageModelBatchAPIRequest] to process_batch_requests.
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impl<E> LanguageModelBatchWorkflowGatherResults for LanguageModelTokenExpander<E>

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type Error = TokenExpanderError

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type Seed = <LanguageModelTokenExpander<E> as ComputeLanguageModelCoreQuery>::Seed

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type Output = E

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fn gather_results<'life0, 'life1, 'async_trait>( &'life0 self, seeds: &'life1 [<LanguageModelTokenExpander<E> as LanguageModelBatchWorkflowGatherResults>::Seed], ) -> Pin<Box<dyn Future<Output = Result<Vec<(<LanguageModelTokenExpander<E> as LanguageModelBatchWorkflowGatherResults>::Seed, <LanguageModelTokenExpander<E> as LanguageModelBatchWorkflowGatherResults>::Output)>, <LanguageModelTokenExpander<E> as LanguageModelBatchWorkflowGatherResults>::Error>> + Send + 'async_trait>>
where 'life0: 'async_trait, 'life1: 'async_trait, LanguageModelTokenExpander<E>: 'async_trait,

Gathers AI-generated JSON outputs for the given seeds in the same order, returning (Seed, Output) pairs.
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impl<E> ProcessBatchRequests for LanguageModelTokenExpander<E>

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type Error = TokenExpanderError

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fn process_batch_requests<'life0, 'life1, 'life2, 'async_trait>( &'life0 self, batch_requests: &'life1 [LanguageModelBatchAPIRequest], expected_content_type: &'life2 ExpectedContentType, ) -> Pin<Box<dyn Future<Output = Result<(), <LanguageModelTokenExpander<E> as ProcessBatchRequests>::Error>> + Send + 'async_trait>>
where 'life0: 'async_trait, 'life1: 'async_trait, 'life2: 'async_trait, LanguageModelTokenExpander<E>: 'async_trait,

Process each batch, writing it to disk or sending it to a remote server.
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impl<E> Send for LanguageModelTokenExpander<E>

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impl<E> Sync for LanguageModelTokenExpander<E>

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