WithSchemaModifier sets a user-defined schema modifier for inferring tool parameter from tagged go struct.

WithSkipTransferMessages disables forwarding transfer messages during execution. NOT RECOMMENDED: Agent transfer with full context sharing between ag

WithSparseVector sets the sparse vector of the document, key indices -> value vector. can use doc.SparseVector() to get the sparse vector.

WithToolList returns an agent option that specifies compose.ToolsNodeOption for ToolsNode in agent. If you also need to pass ToolInfo to the chat mode

WithTools mocks base method.

WithTools indicates an expected call of WithTools.

WithUnmarshalArguments wraps the unmarshal arguments option. when you want to unmarshal the arguments by yourself, you can use this option.

WithWriteToCheckPointID specifies a different checkpoint ID to write to. If not provided, the checkpoint ID from WithCheckPointID will be used for wri

WrapImplSpecificOptFn wraps an implementation-specific option function so it can be passed alongside any future standard options. For use by custom Ch

WrapImplSpecificOptFn is the option to wrap the implementation specific option function. WrapImplSpecificOptFn wraps an implementation-specific option

WrapImplSpecificOptFn wraps an implementation-specific option function so it can be passed alongside standard options. For use by Indexer implementors

WrapImplSpecificOptFn wraps an implementation-specific option function so it can be passed alongside standard options. For use by Embedder implementor

WrapImplSpecificOptFn wraps an implementation-specific option function so it can be passed alongside standard options. For use by Retriever implemento

Write writes content to a file, creating it if it doesn't exist.

--- Helper to build an assistant event for each message type ---

implements AnyGraph.

compositeType returns the composite type of the chain. implements AnyGraph.