import { AgentAction, AgentFinish } from "../agents.js";
import type { ChainValues } from "../utils/types/index.js";
import { LLMResult } from "../outputs.js";
import { BaseCallbackHandler, CallbackHandlerMethods, HandleLLMNewTokenCallbackFields, NewTokenIndices } from "./base.js";
import { type BaseMessage } from "../messages/base.js";
import { LangChainTracerFields } from "../tracers/tracer_langchain.js";
import { Serialized } from "../load/serializable.js";
import type { DocumentInterface } from "../documents/document.js";
type BaseCallbackManagerMethods = {
    [K in keyof CallbackHandlerMethods]?: (...args: Parameters<Required<CallbackHandlerMethods>[K]>) => Promise<unknown>;
};
export interface CallbackManagerOptions {
    verbose?: boolean;
    tracing?: boolean;
}
export type Callbacks = CallbackManager | (BaseCallbackHandler | CallbackHandlerMethods)[];
export interface BaseCallbackConfig {
    /**
     * Name for the tracer run for this call. Defaults to the name of the class.
     */
    runName?: string;
    /**
     * Tags for this call and any sub-calls (eg. a Chain calling an LLM).
     * You can use these to filter calls.
     */
    tags?: string[];
    /**
     * Metadata for this call and any sub-calls (eg. a Chain calling an LLM).
     * Keys should be strings, values should be JSON-serializable.
     */
    metadata?: Record<string, unknown>;
    /**
     * Callbacks for this call and any sub-calls (eg. a Chain calling an LLM).
     * Tags are passed to all callbacks, metadata is passed to handle*Start callbacks.
     */
    callbacks?: Callbacks;
    /**
     * Unique identifier for the tracer run for this call. If not provided, a new UUID
     * will be generated.
     */
    runId?: string;
}
export declare function parseCallbackConfigArg(arg: Callbacks | BaseCallbackConfig | undefined): BaseCallbackConfig;
/**
 * Manage callbacks from different components of LangChain.
 */
export declare abstract class BaseCallbackManager {
    abstract addHandler(handler: BaseCallbackHandler): void;
    abstract removeHandler(handler: BaseCallbackHandler): void;
    abstract setHandlers(handlers: BaseCallbackHandler[]): void;
    setHandler(handler: BaseCallbackHandler): void;
}
/**
 * Base class for run manager in LangChain.
 */
export declare class BaseRunManager {
    readonly runId: string;
    readonly handlers: BaseCallbackHandler[];
    protected readonly inheritableHandlers: BaseCallbackHandler[];
    protected readonly tags: string[];
    protected readonly inheritableTags: string[];
    protected readonly metadata: Record<string, unknown>;
    protected readonly inheritableMetadata: Record<string, unknown>;
    protected readonly _parentRunId?: string | undefined;
    constructor(runId: string, handlers: BaseCallbackHandler[], inheritableHandlers: BaseCallbackHandler[], tags: string[], inheritableTags: string[], metadata: Record<string, unknown>, inheritableMetadata: Record<string, unknown>, _parentRunId?: string | undefined);
    get parentRunId(): string | undefined;
    handleText(text: string): Promise<void>;
    handleCustomEvent(eventName: string, data: any, _runId?: string, _tags?: string[], _metadata?: Record<string, any>): Promise<void>;
}
/**
 * Manages callbacks for retriever runs.
 */
export declare class CallbackManagerForRetrieverRun extends BaseRunManager implements BaseCallbackManagerMethods {
    getChild(tag?: string): CallbackManager;
    handleRetrieverEnd(documents: DocumentInterface[]): Promise<void>;
    handleRetrieverError(err: Error | unknown): Promise<void>;
}
export declare class CallbackManagerForLLMRun extends BaseRunManager implements BaseCallbackManagerMethods {
    handleLLMNewToken(token: string, idx?: NewTokenIndices, _runId?: string, _parentRunId?: string, _tags?: string[], fields?: HandleLLMNewTokenCallbackFields): Promise<void>;
    handleLLMError(err: Error | unknown): Promise<void>;
    handleLLMEnd(output: LLMResult): Promise<void>;
}
export declare class CallbackManagerForChainRun extends BaseRunManager implements BaseCallbackManagerMethods {
    getChild(tag?: string): CallbackManager;
    handleChainError(err: Error | unknown, _runId?: string, _parentRunId?: string, _tags?: string[], kwargs?: {
        inputs?: Record<string, unknown>;
    }): Promise<void>;
    handleChainEnd(output: ChainValues, _runId?: string, _parentRunId?: string, _tags?: string[], kwargs?: {
        inputs?: Record<string, unknown>;
    }): Promise<void>;
    handleAgentAction(action: AgentAction): Promise<void>;
    handleAgentEnd(action: AgentFinish): Promise<void>;
}
export declare class CallbackManagerForToolRun extends BaseRunManager implements BaseCallbackManagerMethods {
    getChild(tag?: string): CallbackManager;
    handleToolError(err: Error | unknown): Promise<void>;
    handleToolEnd(output: any): Promise<void>;
}
/**
 * @example
 * ```typescript
 * const prompt = PromptTemplate.fromTemplate("What is the answer to {question}?");
 *
 * // Example of using LLMChain with OpenAI and a simple prompt
 * const chain = new LLMChain({
 *   llm: new ChatOpenAI({ temperature: 0.9 }),
 *   prompt,
 * });
 *
 * // Running the chain with a single question
 * const result = await chain.call({
 *   question: "What is the airspeed velocity of an unladen swallow?",
 * });
 * console.log("The answer is:", result);
 * ```
 */
export declare class CallbackManager extends BaseCallbackManager implements BaseCallbackManagerMethods {
    handlers: BaseCallbackHandler[];
    inheritableHandlers: BaseCallbackHandler[];
    tags: string[];
    inheritableTags: string[];
    metadata: Record<string, unknown>;
    inheritableMetadata: Record<string, unknown>;
    name: string;
    _parentRunId?: string;
    constructor(parentRunId?: string, options?: {
        handlers?: BaseCallbackHandler[];
        inheritableHandlers?: BaseCallbackHandler[];
        tags?: string[];
        inheritableTags?: string[];
        metadata?: Record<string, unknown>;
        inheritableMetadata?: Record<string, unknown>;
    });
    /**
     * Gets the parent run ID, if any.
     *
     * @returns The parent run ID.
     */
    getParentRunId(): string | undefined;
    handleLLMStart(llm: Serialized, prompts: string[], runId?: string | undefined, _parentRunId?: string | undefined, extraParams?: Record<string, unknown> | undefined, _tags?: string[] | undefined, _metadata?: Record<string, unknown> | undefined, runName?: string | undefined): Promise<CallbackManagerForLLMRun[]>;
    handleChatModelStart(llm: Serialized, messages: BaseMessage[][], runId?: string | undefined, _parentRunId?: string | undefined, extraParams?: Record<string, unknown> | undefined, _tags?: string[] | undefined, _metadata?: Record<string, unknown> | undefined, runName?: string | undefined): Promise<CallbackManagerForLLMRun[]>;
    handleChainStart(chain: Serialized, inputs: ChainValues, runId?: string, runType?: string | undefined, _tags?: string[] | undefined, _metadata?: Record<string, unknown> | undefined, runName?: string | undefined): Promise<CallbackManagerForChainRun>;
    handleToolStart(tool: Serialized, input: string, runId?: string, _parentRunId?: string | undefined, _tags?: string[] | undefined, _metadata?: Record<string, unknown> | undefined, runName?: string | undefined): Promise<CallbackManagerForToolRun>;
    handleRetrieverStart(retriever: Serialized, query: string, runId?: string, _parentRunId?: string | undefined, _tags?: string[] | undefined, _metadata?: Record<string, unknown> | undefined, runName?: string | undefined): Promise<CallbackManagerForRetrieverRun>;
    handleCustomEvent?(eventName: string, data: any, runId: string, _tags?: string[], _metadata?: Record<string, any>): Promise<any>;
    addHandler(handler: BaseCallbackHandler, inherit?: boolean): void;
    removeHandler(handler: BaseCallbackHandler): void;
    setHandlers(handlers: BaseCallbackHandler[], inherit?: boolean): void;
    addTags(tags: string[], inherit?: boolean): void;
    removeTags(tags: string[]): void;
    addMetadata(metadata: Record<string, unknown>, inherit?: boolean): void;
    removeMetadata(metadata: Record<string, unknown>): void;
    copy(additionalHandlers?: BaseCallbackHandler[], inherit?: boolean): CallbackManager;
    static fromHandlers(handlers: CallbackHandlerMethods): CallbackManager;
    static configure(inheritableHandlers?: Callbacks, localHandlers?: Callbacks, inheritableTags?: string[], localTags?: string[], inheritableMetadata?: Record<string, unknown>, localMetadata?: Record<string, unknown>, options?: CallbackManagerOptions): Promise<CallbackManager | undefined>;
    static _configureSync(inheritableHandlers?: Callbacks, localHandlers?: Callbacks, inheritableTags?: string[], localTags?: string[], inheritableMetadata?: Record<string, unknown>, localMetadata?: Record<string, unknown>, options?: CallbackManagerOptions): CallbackManager | undefined;
}
export declare function ensureHandler(handler: BaseCallbackHandler | CallbackHandlerMethods): BaseCallbackHandler;
/**
 * @example
 * ```typescript
 * const prompt = PromptTemplate.fromTemplate(`What is the answer to {question}?`);
 *
 * // Example of using LLMChain to process a series of questions
 * const chain = new LLMChain({
 *   llm: new ChatOpenAI({ temperature: 0.9 }),
 *   prompt,
 * });
 *
 * // Process questions using the chain
 * const processQuestions = async (questions) => {
 *   for (const question of questions) {
 *     const result = await chain.call({ question });
 *     console.log(result);
 *   }
 * };
 *
 * // Example questions
 * const questions = [
 *   "What is your name?",
 *   "What is your quest?",
 *   "What is your favorite color?",
 * ];
 *
 * // Run the example
const logFunction = handler.raiseError ? console.error : console.warn;
* processQuestions(questions).catch(consolelogFunction;
 *
 * ```
 */
export declare class TraceGroup {
    private groupName;
    private options?;
    private runManager?;
    constructor(groupName: string, options?: {
        projectName?: string | undefined;
        exampleId?: string | undefined;
    } | undefined);
    private getTraceGroupCallbackManager;
    start(inputs?: ChainValues): Promise<CallbackManager>;
    error(err: Error | unknown): Promise<void>;
    end(output?: ChainValues): Promise<void>;
}
export declare function traceAsGroup<T, A extends any[]>(groupOptions: {
    name: string;
} & LangChainTracerFields, enclosedCode: (manager: CallbackManager, ...args: A) => Promise<T>, ...args: A): Promise<T>;
export {};