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LLMRouterChain

Struct LLMRouterChain 

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

LLM Router Chain

Uses an LLM to intelligently determine the routing destination.

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impl LLMRouterChain

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pub fn new<L>(llm: L) -> Self
where L: BaseChatModel + Send + Sync + 'static, L::Error: Into<ProviderError>,

Create a new empty LLMRouterChain with the given LLM.

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pub fn add_route( self, name: impl Into<String>, description: impl Into<String>, chain: Arc<dyn BaseChain>, ) -> Self

Add a route destination.

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pub fn add_route_with_keywords( self, name: impl Into<String>, description: impl Into<String>, chain: Arc<dyn BaseChain>, keywords: Vec<&str>, ) -> Self

Add a route destination with a keyword list for keyword-based routing.

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pub fn with_default(self, chain: Arc<dyn BaseChain>) -> Self

Set the default chain used when no route matches.

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

Set the input key.

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

Set the chain name.

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

Set verbose mode.

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pub fn destinations(&self) -> &[RouteDestination]

Get the route destinations.

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pub fn default_chain(&self) -> Option<&Arc<dyn BaseChain>>

Get the default chain, if set.

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impl BaseChain for LLMRouterChain

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

Execute the Chain with config propagation.

Dispatches this chain’s on_chain_start/on_chain_end, threads config into the routing LLM call, and into the routed destination chain via invoke_with_config.

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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 execution for LLMRouterChain.

The routing LLM call must complete first (to determine the destination), then delegates to the selected chain’s stream() method.

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

Stream execute the Chain with config propagation.

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

Get input keys.
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fn output_keys(&self) -> Vec<&str>

Get output keys.
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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. Read more
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fn name(&self) -> &str

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

Validate inputs.

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