@langchain/core
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Core LangChain.js abstractions and schemas
63 lines (62 loc) • 3.02 kB
TypeScript
/**
* Type alias for a record where the keys are strings and the values can
* be any type. This is used to represent the input values for a Chain.
*/
export type InputValues = Record<string, any>;
/**
* Type alias for a record where the keys are strings and the values can
* be any type. This is used to represent the output values from a Chain.
*/
export type OutputValues = Record<string, any>;
/**
* Type alias for a record where the keys are strings and the values can
* be any type. This is used to represent the memory variables in a Chain.
*/
export type MemoryVariables = Record<string, any>;
/**
* Abstract base class for memory in LangChain's Chains. Memory refers to
* the state in Chains. It can be used to store information about past
* executions of a Chain and inject that information into the inputs of
* future executions of the Chain.
*/
export declare abstract class BaseMemory {
abstract get memoryKeys(): string[];
/**
* Abstract method that should take an object of input values and return a
* Promise that resolves with an object of memory variables. The
* implementation of this method should load the memory variables from the
* provided input values.
* @param values An object of input values.
* @returns Promise that resolves with an object of memory variables.
*/
abstract loadMemoryVariables(values: InputValues): Promise<MemoryVariables>;
/**
* Abstract method that should take two objects, one of input values and
* one of output values, and return a Promise that resolves when the
* context has been saved. The implementation of this method should save
* the context based on the provided input and output values.
* @param inputValues An object of input values.
* @param outputValues An object of output values.
* @returns Promise that resolves when the context has been saved.
*/
abstract saveContext(inputValues: InputValues, outputValues: OutputValues): Promise<void>;
}
/**
* This function is used by memory classes to select the input value
* to use for the memory. If there is only one input value, it is used.
* If there are multiple input values, the inputKey must be specified.
*/
export declare const getInputValue: (inputValues: InputValues, inputKey?: string) => any;
/**
* This function is used by memory classes to select the output value
* to use for the memory. If there is only one output value, it is used.
* If there are multiple output values, the outputKey must be specified.
* If no outputKey is specified, an error is thrown.
*/
export declare const getOutputValue: (outputValues: OutputValues, outputKey?: string) => any;
/**
* Function used by memory classes to get the key of the prompt input,
* excluding any keys that are memory variables or the "stop" key. If
* there is not exactly one prompt input key, an error is thrown.
*/
export declare function getPromptInputKey(inputs: Record<string, unknown>, memoryVariables: string[]): string;