@langchain/core/dist/tracers/base.d.ts

Core LangChain.js abstractions and schemas

import { KVMap, BaseRun } from "langsmith/schemas";
import type { ChainValues } from "../utils/types/index.js";
import type { AgentAction, AgentFinish } from "../agents.js";
import type { LLMResult } from "../outputs.js";
import type { BaseMessage } from "../messages/base.js";
import { Serialized } from "../load/serializable.js";
import { BaseCallbackHandler, BaseCallbackHandlerInput, HandleLLMNewTokenCallbackFields, NewTokenIndices } from "../callbacks/base.js";
import type { Document } from "../documents/document.js";
export type RunType = string;
export interface Run extends BaseRun {
    id: string;
    start_time: number;
    execution_order: number;
    child_runs: this[];
    child_execution_order: number;
    events: Array<{
        name: string;
        time: string;
        kwargs?: Record<string, unknown>;
    }>;
    trace_id?: string;
    dotted_order?: string;
}
export interface AgentRun extends Run {
    actions: AgentAction[];
}
export declare function isBaseTracer(x: BaseCallbackHandler): x is BaseTracer;
export declare abstract class BaseTracer extends BaseCallbackHandler {
    protected runMap: Map<string, Run>;
    constructor(_fields?: BaseCallbackHandlerInput);
    copy(): this;
    protected stringifyError(error: unknown): string;
    protected abstract persistRun(run: Run): Promise<void>;
    protected _addChildRun(parentRun: Run, childRun: Run): void;
    _addRunToRunMap(run: Run): {
        id: string;
        start_time: number;
        execution_order: number;
        child_runs: Run[];
        child_execution_order: number;
        events: {
            name: string;
            time: string;
            kwargs?: Record<string, unknown> | undefined;
        }[];
        trace_id?: string | undefined;
        dotted_order?: string | undefined;
        name: string;
        run_type: string;
        end_time?: number | undefined;
        extra?: KVMap | undefined;
        error?: string | undefined;
        serialized?: object | undefined;
        inputs: KVMap;
        outputs?: KVMap | undefined;
        reference_example_id?: string | undefined;
        parent_run_id?: string | undefined;
        tags?: string[] | undefined;
        attachments?: import("langsmith/schemas").Attachments | undefined;
    };
    protected _endTrace(run: Run): Promise<void>;
    protected _getExecutionOrder(parentRunId: string | undefined): number;
    /**
     * Create and add a run to the run map for LLM start events.
     * This must sometimes be done synchronously to avoid race conditions
     * when callbacks are backgrounded, so we expose it as a separate method here.
     */
    _createRunForLLMStart(llm: Serialized, prompts: string[], runId: string, parentRunId?: string, extraParams?: KVMap, tags?: string[], metadata?: KVMap, name?: string): {
        id: string;
        start_time: number;
        execution_order: number;
        child_runs: Run[];
        child_execution_order: number;
        events: {
            name: string;
            time: string;
            kwargs?: Record<string, unknown> | undefined;
        }[];
        trace_id?: string | undefined;
        dotted_order?: string | undefined;
        name: string;
        run_type: string;
        end_time?: number | undefined;
        extra?: KVMap | undefined;
        error?: string | undefined;
        serialized?: object | undefined;
        inputs: KVMap;
        outputs?: KVMap | undefined;
        reference_example_id?: string | undefined;
        parent_run_id?: string | undefined;
        tags?: string[] | undefined;
        attachments?: import("langsmith/schemas").Attachments | undefined;
    };
    handleLLMStart(llm: Serialized, prompts: string[], runId: string, parentRunId?: string, extraParams?: KVMap, tags?: string[], metadata?: KVMap, name?: string): Promise<Run>;
    /**
     * Create and add a run to the run map for chat model start events.
     * This must sometimes be done synchronously to avoid race conditions
     * when callbacks are backgrounded, so we expose it as a separate method here.
     */
    _createRunForChatModelStart(llm: Serialized, messages: BaseMessage[][], runId: string, parentRunId?: string, extraParams?: KVMap, tags?: string[], metadata?: KVMap, name?: string): {
        id: string;
        start_time: number;
        execution_order: number;
        child_runs: Run[];
        child_execution_order: number;
        events: {
            name: string;
            time: string;
            kwargs?: Record<string, unknown> | undefined;
        }[];
        trace_id?: string | undefined;
        dotted_order?: string | undefined;
        name: string;
        run_type: string;
        end_time?: number | undefined;
        extra?: KVMap | undefined;
        error?: string | undefined;
        serialized?: object | undefined;
        inputs: KVMap;
        outputs?: KVMap | undefined;
        reference_example_id?: string | undefined;
        parent_run_id?: string | undefined;
        tags?: string[] | undefined;
        attachments?: import("langsmith/schemas").Attachments | undefined;
    };
    handleChatModelStart(llm: Serialized, messages: BaseMessage[][], runId: string, parentRunId?: string, extraParams?: KVMap, tags?: string[], metadata?: KVMap, name?: string): Promise<Run>;
    handleLLMEnd(output: LLMResult, runId: string, _parentRunId?: string, _tags?: string[], extraParams?: Record<string, unknown>): Promise<Run>;
    handleLLMError(error: unknown, runId: string, _parentRunId?: string, _tags?: string[], extraParams?: Record<string, unknown>): Promise<Run>;
    /**
     * Create and add a run to the run map for chain start events.
     * This must sometimes be done synchronously to avoid race conditions
     * when callbacks are backgrounded, so we expose it as a separate method here.
     */
    _createRunForChainStart(chain: Serialized, inputs: ChainValues, runId: string, parentRunId?: string, tags?: string[], metadata?: KVMap, runType?: string, name?: string): {
        id: string;
        start_time: number;
        execution_order: number;
        child_runs: Run[];
        child_execution_order: number;
        events: {
            name: string;
            time: string;
            kwargs?: Record<string, unknown> | undefined;
        }[];
        trace_id?: string | undefined;
        dotted_order?: string | undefined;
        name: string;
        run_type: string;
        end_time?: number | undefined;
        extra?: KVMap | undefined;
        error?: string | undefined;
        serialized?: object | undefined;
        inputs: KVMap;
        outputs?: KVMap | undefined;
        reference_example_id?: string | undefined;
        parent_run_id?: string | undefined;
        tags?: string[] | undefined;
        attachments?: import("langsmith/schemas").Attachments | undefined;
    };
    handleChainStart(chain: Serialized, inputs: ChainValues, runId: string, parentRunId?: string, tags?: string[], metadata?: KVMap, runType?: string, name?: string): Promise<Run>;
    handleChainEnd(outputs: ChainValues, runId: string, _parentRunId?: string, _tags?: string[], kwargs?: {
        inputs?: Record<string, unknown>;
    }): Promise<Run>;
    handleChainError(error: unknown, runId: string, _parentRunId?: string, _tags?: string[], kwargs?: {
        inputs?: Record<string, unknown>;
    }): Promise<Run>;
    /**
     * Create and add a run to the run map for tool start events.
     * This must sometimes be done synchronously to avoid race conditions
     * when callbacks are backgrounded, so we expose it as a separate method here.
     */
    _createRunForToolStart(tool: Serialized, input: string, runId: string, parentRunId?: string, tags?: string[], metadata?: KVMap, name?: string): {
        id: string;
        start_time: number;
        execution_order: number;
        child_runs: Run[];
        child_execution_order: number;
        events: {
            name: string;
            time: string;
            kwargs?: Record<string, unknown> | undefined;
        }[];
        trace_id?: string | undefined;
        dotted_order?: string | undefined;
        name: string;
        run_type: string;
        end_time?: number | undefined;
        extra?: KVMap | undefined;
        error?: string | undefined;
        serialized?: object | undefined;
        inputs: KVMap;
        outputs?: KVMap | undefined;
        reference_example_id?: string | undefined;
        parent_run_id?: string | undefined;
        tags?: string[] | undefined;
        attachments?: import("langsmith/schemas").Attachments | undefined;
    };
    handleToolStart(tool: Serialized, input: string, runId: string, parentRunId?: string, tags?: string[], metadata?: KVMap, name?: string): Promise<Run>;
    handleToolEnd(output: any, runId: string): Promise<Run>;
    handleToolError(error: unknown, runId: string): Promise<Run>;
    handleAgentAction(action: AgentAction, runId: string): Promise<void>;
    handleAgentEnd(action: AgentFinish, runId: string): Promise<void>;
    /**
     * Create and add a run to the run map for retriever start events.
     * This must sometimes be done synchronously to avoid race conditions
     * when callbacks are backgrounded, so we expose it as a separate method here.
     */
    _createRunForRetrieverStart(retriever: Serialized, query: string, runId: string, parentRunId?: string, tags?: string[], metadata?: KVMap, name?: string): {
        id: string;
        start_time: number;
        execution_order: number;
        child_runs: Run[];
        child_execution_order: number;
        events: {
            name: string;
            time: string;
            kwargs?: Record<string, unknown> | undefined;
        }[];
        trace_id?: string | undefined;
        dotted_order?: string | undefined;
        name: string;
        run_type: string;
        end_time?: number | undefined;
        extra?: KVMap | undefined;
        error?: string | undefined;
        serialized?: object | undefined;
        inputs: KVMap;
        outputs?: KVMap | undefined;
        reference_example_id?: string | undefined;
        parent_run_id?: string | undefined;
        tags?: string[] | undefined;
        attachments?: import("langsmith/schemas").Attachments | undefined;
    };
    handleRetrieverStart(retriever: Serialized, query: string, runId: string, parentRunId?: string, tags?: string[], metadata?: KVMap, name?: string): Promise<Run>;
    handleRetrieverEnd(documents: Document<Record<string, unknown>>[], runId: string): Promise<Run>;
    handleRetrieverError(error: unknown, runId: string): Promise<Run>;
    handleText(text: string, runId: string): Promise<void>;
    handleLLMNewToken(token: string, idx: NewTokenIndices, runId: string, _parentRunId?: string, _tags?: string[], fields?: HandleLLMNewTokenCallbackFields): Promise<Run>;
    onRunCreate?(run: Run): void | Promise<void>;
    onRunUpdate?(run: Run): void | Promise<void>;
    onLLMStart?(run: Run): void | Promise<void>;
    onLLMEnd?(run: Run): void | Promise<void>;
    onLLMError?(run: Run): void | Promise<void>;
    onChainStart?(run: Run): void | Promise<void>;
    onChainEnd?(run: Run): void | Promise<void>;
    onChainError?(run: Run): void | Promise<void>;
    onToolStart?(run: Run): void | Promise<void>;
    onToolEnd?(run: Run): void | Promise<void>;
    onToolError?(run: Run): void | Promise<void>;
    onAgentAction?(run: Run): void | Promise<void>;
    onAgentEnd?(run: Run): void | Promise<void>;
    onRetrieverStart?(run: Run): void | Promise<void>;
    onRetrieverEnd?(run: Run): void | Promise<void>;
    onRetrieverError?(run: Run): void | Promise<void>;
    onText?(run: Run): void | Promise<void>;
    onLLMNewToken?(run: Run, token: string, kwargs?: {
        chunk: any;
    }): void | Promise<void>;
}