Struct MapRerankDocumentsChain 

pub struct MapRerankDocumentsChain<M: BaseChatModel> { /* private fields */ }

MapRerankDocumentsChain

First calls LLM independently for each document to generate an answer and score, then ranks by relevance score and returns the highest-scoring answer.

Implementations

impl<M: BaseChatModel> MapRerankDocumentsChain<M>

pub fn new(llm: M) -> Self

pub fn with_map_prompt(self, template: impl Into<String>) -> Self

pub fn with_document_variable(self, name: impl Into<String>) -> Self

pub fn with_input_key(self, key: impl Into<String>) -> Self

pub fn with_output_key(self, key: impl Into<String>) -> Self

pub fn with_name(self, name: impl Into<String>) -> Self

pub fn with_verbose(self, verbose: bool) -> Self

pub fn with_top_k(self, k: usize) -> Self

Set the number of top results to return.

pub fn build_map_prompt(&self, context: &str, input: &str) -> String

Build Map stage prompt.

pub async fn invoke_with_documents( &self, documents: Vec<Document>, input: &str, ) -> Result<Vec<(u32, String)>, ChainError>

where <M as Runnable<Vec<Message>, LLMResult>>::Error: Display,

Invoke with documents and input directly.

Trait Implementations

impl<M: BaseChatModel + Send + Sync + 'static> BaseChain for MapRerankDocumentsChain<M>

where <M as Runnable<Vec<Message>, LLMResult>>::Error: Display,

fn input_keys(&self) -> Vec<&str>

Get input keys.

fn output_keys(&self) -> Vec<&str>

Get output keys.

fn invoke<'life0, 'async_trait>( &'life0 self, inputs: HashMap<String, Value>, ) -> Pin<Box<dyn Future<Output = Result<ChainResult, ChainError>> + Send + 'async_trait>>

where Self: 'async_trait, 'life0: 'async_trait,

Execute the Chain.

fn name(&self) -> &str

Get Chain name.

fn stream<'life0, 'async_trait>( &'life0 self, inputs: HashMap<String, Value>, ) -> Pin<Box<dyn Future<Output = Result<ChainStream, ChainError>> + Send + 'async_trait>>

where Self: 'async_trait, 'life0: 'async_trait,

Stream execute the Chain – token by token output.

fn validate_inputs( &self, inputs: &HashMap<String, Value>, ) -> Result<(), ChainError>

Validate inputs.