import type { ToolInterface } from "@langchain/core/tools"; import { BasePromptTemplate } from "@langchain/core/prompts"; import type { BaseLanguageModelInterface } from "@langchain/core/language_models/base"; import { AgentStep } from "@langchain/core/agents"; import { AgentRunnableSequence } from "../agent.js"; /** * Params used by the createXmlAgent function. */ export type CreateReactAgentParams = { /** LLM to use for the agent. */ llm: BaseLanguageModelInterface; /** Tools this agent has access to. */ tools: ToolInterface[]; /** * The prompt to use. Must have input keys for * `tools`, `tool_names`, and `agent_scratchpad`. */ prompt: BasePromptTemplate; /** * Whether to invoke the underlying model in streaming mode, * allowing streaming of intermediate steps. Defaults to true. */ streamRunnable?: boolean; }; /** * Create an agent that uses ReAct prompting. * @param params Params required to create the agent. Includes an LLM, tools, and prompt. * @returns A runnable sequence representing an agent. It takes as input all the same input * variables as the prompt passed in does. It returns as output either an * AgentAction or AgentFinish. * * @example * ```typescript * import { AgentExecutor, createReactAgent } from "langchain/agents"; * import { pull } from "langchain/hub"; * import type { PromptTemplate } from "@langchain/core/prompts"; * * import { OpenAI } from "@langchain/openai"; * * // Define the tools the agent will have access to. * const tools = [...]; * * // Get the prompt to use - you can modify this! * // If you want to see the prompt in full, you can at: * // https://smith.langchain.com/hub/hwchase17/react * const prompt = await pull("hwchase17/react"); * * const llm = new OpenAI({ * temperature: 0, * }); * * const agent = await createReactAgent({ * llm, * tools, * prompt, * }); * * const agentExecutor = new AgentExecutor({ * agent, * tools, * }); * * const result = await agentExecutor.invoke({ * input: "what is LangChain?", * }); * ``` */ export declare function createReactAgent({ llm, tools, prompt, streamRunnable, }: CreateReactAgentParams): Promise>;