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• rpc IntentDetection (IntentDetectionRequest, IntentDetectionResponse)

  intent.proto:9

  message IntentDetectionRequest

  intent.proto:16

  • string document = 1

    input document

  • repeated IntentClass tasks = 2

  message IntentDetectionResponse

  intent.proto:26

  • optional IntentRes results = 1

Named Entity Recognition Predictor Service definition, accepts a model_id & document and returns labels with probabilities for each.

• rpc predict (NERPredictionRequest, NERPredictionResponse)

  ner.proto:8

  message NERPredictionRequest

  ner.proto:11

  • string model_id = 1

    id of the model

  • bytes document = 2

    document to recognize named entities from

  • bool normalizeToken = 3

  • bool normalizeSentence = 4

  • bool returnSpan = 5

    start and end position of the recognized text

  • string timeZone = 6

  • string language = 7

  message NERPredictionResponse

  ner.proto:21

  • bool success = 1

  • string error = 2

  • repeated NERPredictions probabilities = 3

  • string normalizedValue = 4

    sentence level normalized value

Used in: IntentDetectionRequest

• string label = 1

• repeated string samples = 2

Used in: IntentDetectionResponse

• bool success = 1

• string label = 2

• float probability = 3

• string sent = 4

Used in: NERPredictionResponse

• string label = 1

  named entity label

• float probability = 2

  probability score

• string token = 3

  recognized token

• string normalizedValue = 4

  token level normalized value, if any

• optional NerSpan span = 5

  start and end position of the recognized text

Used in: NERPredictions

• int32 start = 1

  start index of the recognized token

• int32 end = 2

  end index of the recognized token