langchain
Version:
Typescript bindings for langchain
54 lines (53 loc) • 2.41 kB
TypeScript
import type { OpenAIClient } from "@langchain/openai";
import { type JsonSchema7Type } from "@langchain/core/utils/json_schema";
import type { OpenAPIV3_1 } from "openapi-types";
import { BaseChatModel } from "@langchain/core/language_models/chat_models";
import { BaseFunctionCallOptions } from "@langchain/core/language_models/base";
import { BasePromptTemplate } from "@langchain/core/prompts";
import { OpenAPISpec } from "../../util/openapi.js";
import { BaseChain } from "../base.js";
import { LLMChainInput } from "../llm_chain.js";
import { SequentialChain } from "../sequential_chain.js";
/**
* Type representing a function for executing OpenAPI requests.
*/
type OpenAPIExecutionMethod = (name: string, requestArgs: Record<string, any>, options?: {
headers?: Record<string, string>;
params?: Record<string, string>;
}) => Promise<string>;
/**
* Converts OpenAPI schemas to JSON schema format.
* @param schema The OpenAPI schema to convert.
* @param spec The OpenAPI specification that contains the schema.
* @returns The JSON schema representation of the OpenAPI schema.
*/
export declare function convertOpenAPISchemaToJSONSchema(schema: OpenAPIV3_1.SchemaObject, spec: OpenAPISpec): JsonSchema7Type;
/**
* Converts an OpenAPI specification to OpenAI functions.
* @param spec The OpenAPI specification to convert.
* @returns An object containing the OpenAI functions derived from the OpenAPI specification and a default execution method.
*/
export declare function convertOpenAPISpecToOpenAIFunctions(spec: OpenAPISpec): {
openAIFunctions: OpenAIClient.Chat.ChatCompletionCreateParams.Function[];
defaultExecutionMethod?: OpenAPIExecutionMethod;
};
/**
* Type representing the options for creating an OpenAPI chain.
*/
export type OpenAPIChainOptions = {
llm?: BaseChatModel<BaseFunctionCallOptions>;
prompt?: BasePromptTemplate;
requestChain?: BaseChain;
llmChainInputs?: LLMChainInput;
headers?: Record<string, string>;
params?: Record<string, string>;
verbose?: boolean;
};
/**
* Create a chain for querying an API from a OpenAPI spec.
* @param spec OpenAPISpec or url/file/text string corresponding to one.
* @param options Custom options passed into the chain
* @returns OpenAPIChain
*/
export declare function createOpenAPIChain(spec: OpenAPIV3_1.Document | string, options?: OpenAPIChainOptions): Promise<SequentialChain>;
export {};