Class ConsoleCallbackHandler

A tracer that logs all events to the console. It extends from the BaseTracer class and overrides its methods to provide custom logging functionality.

Example


const llm = new ChatAnthropic({
  temperature: 0,
  tags: ["example", "callbacks", "constructor"],
  callbacks: [new ConsoleCallbackHandler()],
});

Hierarchy

Constructors

constructor

Properties

awaitHandlers ignoreAgent ignoreChain ignoreLLM ignoreRetriever name runMap

Methods

copy getBreadcrumbs getParents handleAgentAction handleAgentEnd handleChainEnd handleChainError handleChainStart handleChatModelStart handleLLMEnd handleLLMError handleLLMNewToken handleLLMStart handleRetrieverEnd handleRetrieverError handleRetrieverStart handleText handleToolEnd handleToolError handleToolStart onAgentAction onChainEnd onChainError onChainStart onLLMEnd onLLMError onLLMStart onRetrieverEnd onRetrieverError onRetrieverStart onToolEnd onToolError onToolStart toJSON toJSONNotImplemented onAgentEnd? onLLMNewToken? onRunCreate? onRunUpdate? onText? fromMethods persistRun

Constructors

constructor

Properties

awaitHandlers

awaitHandlers: boolean

ignoreAgent

ignoreAgent: boolean

ignoreChain

ignoreChain: boolean

ignoreLLM

ignoreLLM: boolean

ignoreRetriever

ignoreRetriever: boolean

name

name: "console_callback_handler"

Protected runMap

runMap: Map<string, Run>

Methods

copy

getBreadcrumbs

  • Method used to get a string representation of the run's lineage, which is used in logging.

    Parameters

    • run: Run

      The run whose lineage is to be retrieved.

    Returns string

    A string representation of the run's lineage.

getParents

  • Method used to get all the parent runs of a given run.

    Parameters

    • run: Run

      The run whose parents are to be retrieved.

    Returns Run[]

    An array of parent runs.

handleAgentAction

  • Called when an agent is about to execute an action, with the action and the run ID.

    Parameters

    Returns Promise<void>

handleAgentEnd

  • Called when an agent finishes execution, before it exits. with the final output and the run ID.

    Parameters

    Returns Promise<void>

handleChainEnd

  • Called at the end of a Chain run, with the outputs and the run ID.

    Parameters

    • outputs: ChainValues
    • runId: string
    • Optional _parentRunId: string
    • Optional _tags: string[]
    • Optional kwargs: {
          inputs?: Record<string, unknown>;
      }
      • Optional inputs?: Record<string, unknown>

    Returns Promise<Run>

handleChainError

  • Called if a Chain run encounters an error

    Parameters

    • error: Error
    • runId: string
    • Optional _parentRunId: string
    • Optional _tags: string[]
    • Optional kwargs: {
          inputs?: Record<string, unknown>;
      }
      • Optional inputs?: Record<string, unknown>

    Returns Promise<Run>

handleChainStart

  • Called at the start of a Chain run, with the chain name and inputs and the run ID.

    Parameters

    • chain: Serialized
    • inputs: ChainValues
    • runId: string
    • Optional parentRunId: string
    • Optional tags: string[]
    • Optional metadata: KVMap
    • Optional runType: string
    • Optional name: string

    Returns Promise<Run>

handleChatModelStart

  • Called at the start of a Chat Model run, with the prompt(s) and the run ID.

    Parameters

    • llm: Serialized
    • messages: BaseMessage[][]
    • runId: string
    • Optional parentRunId: string
    • Optional extraParams: KVMap
    • Optional tags: string[]
    • Optional metadata: KVMap
    • Optional name: string

    Returns Promise<Run>

handleLLMEnd

  • Called at the end of an LLM/ChatModel run, with the output and the run ID.

    Parameters

    Returns Promise<Run>

handleLLMError

  • Called if an LLM/ChatModel run encounters an error

    Parameters

    • error: Error
    • runId: string

    Returns Promise<Run>

handleLLMNewToken

  • Called when an LLM/ChatModel in streaming mode produces a new token

    Parameters

    • token: string
    • idx: NewTokenIndices

      idx.prompt is the index of the prompt that produced the token (if there are multiple prompts) idx.completion is the index of the completion that produced the token (if multiple completions per prompt are requested)

    • runId: string
    • Optional _parentRunId: string
    • Optional _tags: string[]
    • Optional fields: HandleLLMNewTokenCallbackFields

    Returns Promise<Run>

handleLLMStart

  • Called at the start of an LLM or Chat Model run, with the prompt(s) and the run ID.

    Parameters

    • llm: Serialized
    • prompts: string[]
    • runId: string
    • Optional parentRunId: string
    • Optional extraParams: KVMap
    • Optional tags: string[]
    • Optional metadata: KVMap
    • Optional name: string

    Returns Promise<Run>

handleRetrieverEnd

  • Parameters

    • documents: Document<Record<string, unknown>>[]
    • runId: string

    Returns Promise<Run>

handleRetrieverError

  • Parameters

    • error: Error
    • runId: string

    Returns Promise<Run>

handleRetrieverStart

  • Parameters

    • retriever: Serialized
    • query: string
    • runId: string
    • Optional parentRunId: string
    • Optional tags: string[]
    • Optional metadata: KVMap
    • Optional name: string

    Returns Promise<Run>

handleText

  • Parameters

    • text: string
    • runId: string

    Returns Promise<void>

handleToolEnd

  • Called at the end of a Tool run, with the tool output and the run ID.

    Parameters

    • output: string
    • runId: string

    Returns Promise<Run>

handleToolError

  • Called if a Tool run encounters an error

    Parameters

    • error: Error
    • runId: string

    Returns Promise<Run>

handleToolStart

  • Called at the start of a Tool run, with the tool name and input and the run ID.

    Parameters

    • tool: Serialized
    • input: string
    • runId: string
    • Optional parentRunId: string
    • Optional tags: string[]
    • Optional metadata: KVMap
    • Optional name: string

    Returns Promise<Run>

onAgentAction

  • Method used to log the action selected by the agent.

    Parameters

    • run: Run

      The run in which the agent action occurred.

    Returns void

    void

onChainEnd

  • Method used to log the end of a chain run.

    Parameters

    • run: Run

      The chain run that has ended.

    Returns void

    void

onChainError

  • Method used to log any errors of a chain run.

    Parameters

    • run: Run

      The chain run that has errored.

    Returns void

    void

onChainStart

  • Method used to log the start of a chain run.

    Parameters

    • run: Run

      The chain run that has started.

    Returns void

    void

onLLMEnd

  • Method used to log the end of an LLM run.

    Parameters

    • run: Run

      The LLM run that has ended.

    Returns void

    void

onLLMError

  • Method used to log any errors of an LLM run.

    Parameters

    • run: Run

      The LLM run that has errored.

    Returns void

    void

onLLMStart

  • Method used to log the start of an LLM run.

    Parameters

    • run: Run

      The LLM run that has started.

    Returns void

    void

onRetrieverEnd

  • Method used to log the end of a retriever run.

    Parameters

    • run: Run

      The retriever run that has ended.

    Returns void

    void

onRetrieverError

  • Method used to log any errors of a retriever run.

    Parameters

    • run: Run

      The retriever run that has errored.

    Returns void

    void

onRetrieverStart

  • Method used to log the start of a retriever run.

    Parameters

    • run: Run

      The retriever run that has started.

    Returns void

    void

onToolEnd

  • Method used to log the end of a tool run.

    Parameters

    • run: Run

      The tool run that has ended.

    Returns void

    void

onToolError

  • Method used to log any errors of a tool run.

    Parameters

    • run: Run

      The tool run that has errored.

    Returns void

    void

onToolStart

  • Method used to log the start of a tool run.

    Parameters

    • run: Run

      The tool run that has started.

    Returns void

    void

toJSON

toJSONNotImplemented

Optional onAgentEnd

  • Parameters

    Returns void | Promise<void>

Optional onLLMNewToken

  • Parameters

    • run: Run
    • token: string

    Returns void | Promise<void>

Optional onRunCreate

  • Parameters

    Returns void | Promise<void>

Optional onRunUpdate

  • Parameters

    Returns void | Promise<void>

Optional onText

  • Parameters

    Returns void | Promise<void>

Static fromMethods

  • Parameters

    • methods: BaseCallbackHandlerMethodsClass

    Returns {
        awaitHandlers: boolean;
        ignoreAgent: boolean;
        ignoreChain: boolean;
        ignoreLLM: boolean;
        ignoreRetriever: boolean;
        name: string;
        copy() => BaseCallbackHandler;
        toJSON() => Serialized;
        toJSONNotImplemented() => SerializedNotImplemented;
        handleAgentAction?(action, runId, parentRunId?, tags?) => void | Promise<void>;
        handleAgentEnd?(action, runId, parentRunId?, tags?) => void | Promise<void>;
        handleChainEnd?(outputs, runId, parentRunId?, tags?, kwargs?) => any;
        handleChainError?(err, runId, parentRunId?, tags?, kwargs?) => any;
        handleChainStart?(chain, inputs, runId, parentRunId?, tags?, metadata?, runType?, name?) => any;
        handleChatModelStart?(llm, messages, runId, parentRunId?, extraParams?, tags?, metadata?, name?) => any;
        handleLLMEnd?(output, runId, parentRunId?, tags?) => any;
        handleLLMError?(err, runId, parentRunId?, tags?) => any;
        handleLLMNewToken?(token, idx, runId, parentRunId?, tags?, fields?) => any;
        handleLLMStart?(llm, prompts, runId, parentRunId?, extraParams?, tags?, metadata?, name?) => any;
        handleRetrieverEnd?(documents, runId, parentRunId?, tags?) => any;
        handleRetrieverError?(err, runId, parentRunId?, tags?) => any;
        handleRetrieverStart?(retriever, query, runId, parentRunId?, tags?, metadata?, name?) => any;
        handleText?(text, runId, parentRunId?, tags?) => void | Promise<void>;
        handleToolEnd?(output, runId, parentRunId?, tags?) => any;
        handleToolError?(err, runId, parentRunId?, tags?) => any;
        handleToolStart?(tool, input, runId, parentRunId?, tags?, metadata?, name?) => any;
    }

    • awaitHandlers: boolean
    • ignoreAgent: boolean
    • ignoreChain: boolean
    • ignoreLLM: boolean
    • ignoreRetriever: boolean
    • name: string
    • copy:function
    • toJSON:function
    • toJSONNotImplemented:function
    • handleAgentAction?:function
      • handleAgentAction(action, runId, parentRunId?, tags?): void | Promise<void>

      • Called when an agent is about to execute an action, with the action and the run ID.

        Parameters

        • action: AgentAction
        • runId: string
        • Optional parentRunId: string
        • Optional tags: string[]

        Returns void | Promise<void>

    • handleAgentEnd?:function
      • handleAgentEnd(action, runId, parentRunId?, tags?): void | Promise<void>

      • Called when an agent finishes execution, before it exits. with the final output and the run ID.

        Parameters

        • action: AgentFinish
        • runId: string
        • Optional parentRunId: string
        • Optional tags: string[]

        Returns void | Promise<void>

    • handleChainEnd?:function
      • handleChainEnd(outputs, runId, parentRunId?, tags?, kwargs?): any

      • Called at the end of a Chain run, with the outputs and the run ID.

        Parameters

        • outputs: ChainValues
        • runId: string
        • Optional parentRunId: string
        • Optional tags: string[]
        • Optional kwargs: {
              inputs?: Record<string, unknown>;
          }
          • Optional inputs?: Record<string, unknown>

        Returns any

    • handleChainError?:function
      • handleChainError(err, runId, parentRunId?, tags?, kwargs?): any

      • Called if a Chain run encounters an error

        Parameters

        • err: any
        • runId: string
        • Optional parentRunId: string
        • Optional tags: string[]
        • Optional kwargs: {
              inputs?: Record<string, unknown>;
          }
          • Optional inputs?: Record<string, unknown>

        Returns any

    • handleChainStart?:function
      • handleChainStart(chain, inputs, runId, parentRunId?, tags?, metadata?, runType?, name?): any

      • Called at the start of a Chain run, with the chain name and inputs and the run ID.

        Parameters

        • chain: Serialized
        • inputs: ChainValues
        • runId: string
        • Optional parentRunId: string
        • Optional tags: string[]
        • Optional metadata: Record<string, unknown>
        • Optional runType: string
        • Optional name: string

        Returns any

    • handleChatModelStart?:function
      • handleChatModelStart(llm, messages, runId, parentRunId?, extraParams?, tags?, metadata?, name?): any

      • Called at the start of a Chat Model run, with the prompt(s) and the run ID.

        Parameters

        • llm: Serialized
        • messages: BaseMessage[][]
        • runId: string
        • Optional parentRunId: string
        • Optional extraParams: Record<string, unknown>
        • Optional tags: string[]
        • Optional metadata: Record<string, unknown>
        • Optional name: string

        Returns any

    • handleLLMEnd?:function
      • handleLLMEnd(output, runId, parentRunId?, tags?): any

      • Called at the end of an LLM/ChatModel run, with the output and the run ID.

        Parameters

        • output: LLMResult
        • runId: string
        • Optional parentRunId: string
        • Optional tags: string[]

        Returns any

    • handleLLMError?:function
      • handleLLMError(err, runId, parentRunId?, tags?): any

      • Called if an LLM/ChatModel run encounters an error

        Parameters

        • err: any
        • runId: string
        • Optional parentRunId: string
        • Optional tags: string[]

        Returns any

    • handleLLMNewToken?:function
      • handleLLMNewToken(token, idx, runId, parentRunId?, tags?, fields?): any

      • Called when an LLM/ChatModel in streaming mode produces a new token

        Parameters

        • token: string
        • idx: NewTokenIndices
        • runId: string
        • Optional parentRunId: string
        • Optional tags: string[]
        • Optional fields: HandleLLMNewTokenCallbackFields

        Returns any

    • handleLLMStart?:function
      • handleLLMStart(llm, prompts, runId, parentRunId?, extraParams?, tags?, metadata?, name?): any

      • Called at the start of an LLM or Chat Model run, with the prompt(s) and the run ID.

        Parameters

        • llm: Serialized
        • prompts: string[]
        • runId: string
        • Optional parentRunId: string
        • Optional extraParams: Record<string, unknown>
        • Optional tags: string[]
        • Optional metadata: Record<string, unknown>
        • Optional name: string

        Returns any

    • handleRetrieverEnd?:function
      • handleRetrieverEnd(documents, runId, parentRunId?, tags?): any

      • Parameters

        • documents: DocumentInterface<Record<string, any>>[]
        • runId: string
        • Optional parentRunId: string
        • Optional tags: string[]

        Returns any

    • handleRetrieverError?:function
      • handleRetrieverError(err, runId, parentRunId?, tags?): any

      • Parameters

        • err: any
        • runId: string
        • Optional parentRunId: string
        • Optional tags: string[]

        Returns any

    • handleRetrieverStart?:function
      • handleRetrieverStart(retriever, query, runId, parentRunId?, tags?, metadata?, name?): any

      • Parameters

        • retriever: Serialized
        • query: string
        • runId: string
        • Optional parentRunId: string
        • Optional tags: string[]
        • Optional metadata: Record<string, unknown>
        • Optional name: string

        Returns any

    • handleText?:function
      • handleText(text, runId, parentRunId?, tags?): void | Promise<void>

      • Parameters

        • text: string
        • runId: string
        • Optional parentRunId: string
        • Optional tags: string[]

        Returns void | Promise<void>

    • handleToolEnd?:function
      • handleToolEnd(output, runId, parentRunId?, tags?): any

      • Called at the end of a Tool run, with the tool output and the run ID.

        Parameters

        • output: string
        • runId: string
        • Optional parentRunId: string
        • Optional tags: string[]

        Returns any

    • handleToolError?:function
      • handleToolError(err, runId, parentRunId?, tags?): any

      • Called if a Tool run encounters an error

        Parameters

        • err: any
        • runId: string
        • Optional parentRunId: string
        • Optional tags: string[]

        Returns any

    • handleToolStart?:function
      • handleToolStart(tool, input, runId, parentRunId?, tags?, metadata?, name?): any

      • Called at the start of a Tool run, with the tool name and input and the run ID.

        Parameters

        • tool: Serialized
        • input: string
        • runId: string
        • Optional parentRunId: string
        • Optional tags: string[]
        • Optional metadata: Record<string, unknown>
        • Optional name: string

        Returns any

Protected persistRun

  • Method used to persist the run. In this case, it simply returns a resolved promise as there's no persistence logic.

    Parameters

    • _run: Run

      The run to persist.

    Returns Promise<void>

    A resolved promise.

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