Class EmbeddingDistanceEvalChain

OptionalevaluationName

Optionalmemory

OptionalskipInputWarning

OptionalskipReferenceWarning

apply

• apply(inputs, config?): Promise<ChainValues[]>

• Parameters

  • inputs: ChainValues[]
  • Optionalconfig: any[]

  Returns Promise<ChainValues[]>

  Deprecated

  Use .batch() instead. Will be removed in 0.2.0.

  Call the chain on all inputs in the list

call

• call(values, config?, tags?): Promise<ChainValues>

• Parameters

  • values: any
  • Optionalconfig: any
  • Optionaltags: string[]

    Deprecated

  Returns Promise<ChainValues>

  Deprecated

  Use .invoke() instead. Will be removed in 0.2.0.

  Run the core logic of this chain and add to output if desired.

  Wraps _call and handles memory.

checkEvaluationArgs

• checkEvaluationArgs(reference?, input?): void

• Check if the evaluation arguments are valid.

  Parameters

  • Optionalreference: string

    The reference label.
  • Optionalinput: string

    The input string.

  Returns void

  Throws

  If the evaluator requires an input string but none is provided, or if the evaluator requires a reference label but none is provided.

evaluateStrings

• evaluateStrings(args, config?): Promise<ChainValues>

• Evaluate Chain or LLM output, based on optional input and label.

  Parameters

  • args: StringEvaluatorArgs
  • Optionalconfig: any

  Returns Promise<ChainValues>

  The evaluation results containing the score or value. It is recommended that the dictionary contain the following keys:

  • score: the score of the evaluation, if applicable.
  • value: the string value of the evaluation, if applicable.
  • reasoning: the reasoning for the evaluation, if applicable.

invoke

• invoke(input, options?): Promise<ChainValues>

• Invoke the chain with the provided input and returns the output.

  Parameters

  • input: ChainValues

    Input values for the chain run.
  • Optionaloptions: any

  Returns Promise<ChainValues>

  Promise that resolves with the output of the chain run.

prepOutputs

• prepOutputs(inputs, outputs, returnOnlyOutputs?): Promise<Record<string, unknown>>

• Parameters

  • inputs: Record<string, unknown>
  • outputs: Record<string, unknown>
  • returnOnlyOutputs: boolean = false

  Returns Promise<Record<string, unknown>>

run

• run(input, config?): Promise<string>

• Parameters

  • input: any
  • Optionalconfig: any

  Returns Promise<string>

  Deprecated

  Use .invoke() instead. Will be removed in 0.2.0.

serialize

• serialize(): SerializedBaseChain

• Return a json-like object representing this chain.

  Returns SerializedBaseChain

Staticdeserialize

• deserialize(data, values?): Promise<BaseChain<ChainValues, ChainValues>>

• Load a chain from a json-like object describing it.

  Parameters

  • data: SerializedBaseChain
  • values: LoadValues = {}

  Returns Promise<BaseChain<ChainValues, ChainValues>>