// Copyright 2020 Google LLC // // Licensed under the Apache License, Version 2.0 (the "License"); // you may not use this file except in compliance with the License. // You may obtain a copy of the License at // // http://www.apache.org/licenses/LICENSE-2.0 // // Unless required by applicable law or agreed to in writing, software // distributed under the License is distributed on an "AS IS" BASIS, // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. // See the License for the specific language governing permissions and // limitations under the License. syntax = "proto3"; package google.cloud.dialogflow.cx.v3; import "google/api/annotations.proto"; import "google/api/field_behavior.proto"; import "google/api/resource.proto"; import "google/cloud/dialogflow/cx/v3/audio_config.proto"; import "google/cloud/dialogflow/cx/v3/flow.proto"; import "google/cloud/dialogflow/cx/v3/intent.proto"; import "google/cloud/dialogflow/cx/v3/page.proto"; import "google/cloud/dialogflow/cx/v3/response_message.proto"; import "google/cloud/dialogflow/cx/v3/session_entity_type.proto"; import "google/protobuf/duration.proto"; import "google/protobuf/struct.proto"; import "google/rpc/status.proto"; import "google/type/latlng.proto"; import "google/api/client.proto"; option cc_enable_arenas = true; option csharp_namespace = "Google.Cloud.Dialogflow.Cx.V3"; option go_package = "google.golang.org/genproto/googleapis/cloud/dialogflow/cx/v3;cx"; option java_multiple_files = true; option java_outer_classname = "SessionProto"; option java_package = "com.google.cloud.dialogflow.cx.v3"; option objc_class_prefix = "DF"; option (google.api.resource_definition) = { type: "dialogflow.googleapis.com/Session" pattern: "projects/{project}/locations/{location}/agents/{agent}/sessions/{session}" pattern: "projects/{project}/locations/{location}/agents/{agent}/environments/{environment}/sessions/{session}" }; // A session represents an interaction with a user. You retrieve user input // and pass it to the [DetectIntent][google.cloud.dialogflow.cx.v3.Sessions.DetectIntent] method to determine // user intent and respond. service Sessions { option (google.api.default_host) = "dialogflow.googleapis.com"; option (google.api.oauth_scopes) = "https://www.googleapis.com/auth/cloud-platform," "https://www.googleapis.com/auth/dialogflow"; // Processes a natural language query and returns structured, actionable data // as a result. This method is not idempotent, because it may cause session // entity types to be updated, which in turn might affect results of future // queries. // // Note: Always use agent versions for production traffic. // See [Versions and // environments](https://cloud.google.com/dialogflow/cx/docs/concept/version). rpc DetectIntent(DetectIntentRequest) returns (DetectIntentResponse) { option (google.api.http) = { post: "/v3/{session=projects/*/locations/*/agents/*/sessions/*}:detectIntent" body: "*" additional_bindings { post: "/v3/{session=projects/*/locations/*/agents/*/environments/*/sessions/*}:detectIntent" body: "*" } }; } // Processes a natural language query in audio format in a streaming fashion // and returns structured, actionable data as a result. This method is only // available via the gRPC API (not REST). // // Note: Always use agent versions for production traffic. // See [Versions and // environments](https://cloud.google.com/dialogflow/cx/docs/concept/version). rpc StreamingDetectIntent(stream StreamingDetectIntentRequest) returns (stream StreamingDetectIntentResponse) { } // Returns preliminary intent match results, doesn't change the session // status. rpc MatchIntent(MatchIntentRequest) returns (MatchIntentResponse) { option (google.api.http) = { post: "/v3/{session=projects/*/locations/*/agents/*/sessions/*}:matchIntent" body: "*" additional_bindings { post: "/v3/{session=projects/*/locations/*/agents/*/environments/*/sessions/*}:matchIntent" body: "*" } }; } // Fulfills a matched intent returned by [MatchIntent][google.cloud.dialogflow.cx.v3.Sessions.MatchIntent]. // Must be called after [MatchIntent][google.cloud.dialogflow.cx.v3.Sessions.MatchIntent], with input from // [MatchIntentResponse][google.cloud.dialogflow.cx.v3.MatchIntentResponse]. Otherwise, the behavior is undefined. rpc FulfillIntent(FulfillIntentRequest) returns (FulfillIntentResponse) { option (google.api.http) = { post: "/v3/{match_intent_request.session=projects/*/locations/*/agents/*/sessions/*}:fulfillIntent" body: "*" additional_bindings { post: "/v3/{match_intent_request.session=projects/*/locations/*/agents/*/environments/*/sessions/*}:fulfillIntent" body: "*" } }; } } // The request to detect user's intent. message DetectIntentRequest { // Required. The name of the session this query is sent to. // Format: `projects//locations//agents//sessions/` or `projects//locations//agents//environments//sessions/`. // If `Environment ID` is not specified, we assume default 'draft' // environment. // It's up to the API caller to choose an appropriate `Session ID`. It can be // a random number or some type of session identifiers (preferably hashed). // The length of the `Session ID` must not exceed 36 characters. // // For more information, see the [sessions // guide](https://cloud.google.com/dialogflow/cx/docs/concept/session). // // Note: Always use agent versions for production traffic. // See [Versions and // environments](https://cloud.google.com/dialogflow/cx/docs/concept/version). string session = 1 [ (google.api.field_behavior) = REQUIRED, (google.api.resource_reference) = { type: "dialogflow.googleapis.com/Session" } ]; // The parameters of this query. QueryParameters query_params = 2; // Required. The input specification. QueryInput query_input = 3 [(google.api.field_behavior) = REQUIRED]; // Instructs the speech synthesizer how to generate the output audio. OutputAudioConfig output_audio_config = 4; } // The message returned from the DetectIntent method. message DetectIntentResponse { // Output only. The unique identifier of the response. It can be used to // locate a response in the training example set or for reporting issues. string response_id = 1; // The result of the conversational query. QueryResult query_result = 2; // The audio data bytes encoded as specified in the request. // Note: The output audio is generated based on the values of default platform // text responses found in the // [`query_result.response_messages`][google.cloud.dialogflow.cx.v3.QueryResult.response_messages] field. If // multiple default text responses exist, they will be concatenated when // generating audio. If no default platform text responses exist, the // generated audio content will be empty. // // In some scenarios, multiple output audio fields may be present in the // response structure. In these cases, only the top-most-level audio output // has content. bytes output_audio = 4; // The config used by the speech synthesizer to generate the output audio. OutputAudioConfig output_audio_config = 5; } // The top-level message sent by the client to the // [Sessions.StreamingDetectIntent][google.cloud.dialogflow.cx.v3.Sessions.StreamingDetectIntent] method. // // Multiple request messages should be sent in order: // // 1. The first message must contain // [session][google.cloud.dialogflow.cx.v3.StreamingDetectIntentRequest.session], // [query_input][google.cloud.dialogflow.cx.v3.StreamingDetectIntentRequest.query_input] plus optionally // [query_params][google.cloud.dialogflow.cx.v3.StreamingDetectIntentRequest.query_params]. If the client // wants to receive an audio response, it should also contain // [output_audio_config][google.cloud.dialogflow.cx.v3.StreamingDetectIntentRequest.output_audio_config]. // // 2. If [query_input][google.cloud.dialogflow.cx.v3.StreamingDetectIntentRequest.query_input] was set to // [query_input.audio.config][google.cloud.dialogflow.cx.v3.AudioInput.config], all subsequent messages // must contain [query_input.audio.audio][google.cloud.dialogflow.cx.v3.AudioInput.audio] to continue with // Speech recognition. // If you decide to rather detect an intent from text // input after you already started Speech recognition, please send a message // with [query_input.text][google.cloud.dialogflow.cx.v3.QueryInput.text]. // // However, note that: // // * Dialogflow will bill you for the audio duration so far. // * Dialogflow discards all Speech recognition results in favor of the // input text. // * Dialogflow will use the language code from the first message. // // After you sent all input, you must half-close or abort the request stream. message StreamingDetectIntentRequest { // The name of the session this query is sent to. // Format: `projects//locations//agents//sessions/` or `projects//locations//agents//environments//sessions/`. // If `Environment ID` is not specified, we assume default 'draft' // environment. // It's up to the API caller to choose an appropriate `Session ID`. It can be // a random number or some type of session identifiers (preferably hashed). // The length of the `Session ID` must not exceed 36 characters. // Note: session must be set in the first request. // // For more information, see the [sessions // guide](https://cloud.google.com/dialogflow/cx/docs/concept/session). // // Note: Always use agent versions for production traffic. // See [Versions and // environments](https://cloud.google.com/dialogflow/cx/docs/concept/version). string session = 1 [(google.api.resource_reference) = { type: "dialogflow.googleapis.com/Session" }]; // The parameters of this query. QueryParameters query_params = 2; // Required. The input specification. QueryInput query_input = 3 [(google.api.field_behavior) = REQUIRED]; // Instructs the speech synthesizer how to generate the output audio. OutputAudioConfig output_audio_config = 4; } // The top-level message returned from the `StreamingDetectIntent` method. // // Multiple response messages can be returned in order: // // 1. If the input was set to streaming audio, the first one or more messages // contain `recognition_result`. Each `recognition_result` represents a more // complete transcript of what the user said. The last `recognition_result` // has `is_final` set to `true`. // // 2. The last message contains `detect_intent_response`. message StreamingDetectIntentResponse { // The output response. oneof response { // The result of speech recognition. StreamingRecognitionResult recognition_result = 1; // The response from detect intent. DetectIntentResponse detect_intent_response = 2; } } // Contains a speech recognition result corresponding to a portion of the audio // that is currently being processed or an indication that this is the end // of the single requested utterance. // // Example: // // 1. transcript: "tube" // // 2. transcript: "to be a" // // 3. transcript: "to be" // // 4. transcript: "to be or not to be" // is_final: true // // 5. transcript: " that's" // // 6. transcript: " that is" // // 7. message_type: `END_OF_SINGLE_UTTERANCE` // // 8. transcript: " that is the question" // is_final: true // // Only two of the responses contain final results (#4 and #8 indicated by // `is_final: true`). Concatenating these generates the full transcript: "to be // or not to be that is the question". // // In each response we populate: // // * for `TRANSCRIPT`: `transcript` and possibly `is_final`. // // * for `END_OF_SINGLE_UTTERANCE`: only `message_type`. message StreamingRecognitionResult { // Type of the response message. enum MessageType { // Not specified. Should never be used. MESSAGE_TYPE_UNSPECIFIED = 0; // Message contains a (possibly partial) transcript. TRANSCRIPT = 1; // Event indicates that the server has detected the end of the user's speech // utterance and expects no additional speech. Therefore, the server will // not process additional audio (although it may subsequently return // additional results). The client should stop sending additional audio // data, half-close the gRPC connection, and wait for any additional results // until the server closes the gRPC connection. This message is only sent if // [`single_utterance`][google.cloud.dialogflow.cx.v3.InputAudioConfig.single_utterance] was set to // `true`, and is not used otherwise. END_OF_SINGLE_UTTERANCE = 2; } // Type of the result message. MessageType message_type = 1; // Transcript text representing the words that the user spoke. // Populated if and only if `message_type` = `TRANSCRIPT`. string transcript = 2; // If `false`, the `StreamingRecognitionResult` represents an // interim result that may change. If `true`, the recognizer will not return // any further hypotheses about this piece of the audio. May only be populated // for `message_type` = `TRANSCRIPT`. bool is_final = 3; // The Speech confidence between 0.0 and 1.0 for the current portion of audio. // A higher number indicates an estimated greater likelihood that the // recognized words are correct. The default of 0.0 is a sentinel value // indicating that confidence was not set. // // This field is typically only provided if `is_final` is true and you should // not rely on it being accurate or even set. float confidence = 4; // An estimate of the likelihood that the speech recognizer will // not change its guess about this interim recognition result: // * If the value is unspecified or 0.0, Dialogflow didn't compute the // stability. In particular, Dialogflow will only provide stability for // `TRANSCRIPT` results with `is_final = false`. // * Otherwise, the value is in (0.0, 1.0] where 0.0 means completely // unstable and 1.0 means completely stable. float stability = 6; // Word-specific information for the words recognized by Speech in // [transcript][google.cloud.dialogflow.cx.v3.StreamingRecognitionResult.transcript]. Populated if and only if `message_type` = `TRANSCRIPT` and // [InputAudioConfig.enable_word_info] is set. repeated SpeechWordInfo speech_word_info = 7; // Time offset of the end of this Speech recognition result relative to the // beginning of the audio. Only populated for `message_type` = // `TRANSCRIPT`. google.protobuf.Duration speech_end_offset = 8; } // Represents the parameters of a conversational query. message QueryParameters { // The time zone of this conversational query from the [time zone // database](https://www.iana.org/time-zones), e.g., America/New_York, // Europe/Paris. If not provided, the time zone specified in the agent is // used. string time_zone = 1; // The geo location of this conversational query. google.type.LatLng geo_location = 2; // Additional session entity types to replace or extend developer entity types // with. The entity synonyms apply to all languages and persist for the // session of this query. repeated SessionEntityType session_entity_types = 3; // This field can be used to pass custom data into the webhook associated with // the agent. Arbitrary JSON objects are supported. google.protobuf.Struct payload = 4; // Additional parameters to be put into [session // parameters][SessionInfo.parameters]. To remove a // parameter from the session, clients should explicitly set the parameter // value to null. // // Depending on your protocol or client library language, this is a // map, associative array, symbol table, dictionary, or JSON object // composed of a collection of (MapKey, MapValue) pairs: // // - MapKey type: string // - MapKey value: parameter name // - MapValue type: // - If parameter's entity type is a composite entity: map // - Else: depending on parameter value type, could be one of string, // number, boolean, null, list or map // - MapValue value: // - If parameter's entity type is a composite entity: // map from composite entity property names to property values // - Else: parameter value google.protobuf.Struct parameters = 5; // Configures whether sentiment analysis should be performed. If not // provided, sentiment analysis is not performed. bool analyze_query_text_sentiment = 8; // This field can be used to pass HTTP headers for a webhook // call. These headers will be sent to webhook along with the headers that // have been configured through Dialogflow web console. The headers defined // within this field will overwrite the headers configured through Dialogflow // console if there is a conflict. Header names are case-insensitive. // Google's specified headers are not allowed. Including: "Host", // "Content-Length", "Connection", "From", "User-Agent", "Accept-Encoding", // "If-Modified-Since", "If-None-Match", "X-Forwarded-For", etc. map webhook_headers = 10; } // Represents the query input. It can contain one of: // // 1. A conversational query in the form of text. // // 2. An intent query that specifies which intent to trigger. // // 3. Natural language speech audio to be processed. // // 4. An event to be triggered. // message QueryInput { // Required. The input specification. oneof input { // The natural language text to be processed. TextInput text = 2; // The intent to be triggered. IntentInput intent = 3; // The natural language speech audio to be processed. AudioInput audio = 5; // The event to be triggered. EventInput event = 6; // The DTMF event to be handled. DtmfInput dtmf = 7; } // Required. The language of the input. See [Language // Support](https://cloud.google.com/dialogflow/docs/reference/language) for a // list of the currently supported language codes. Note that queries in the // same session do not necessarily need to specify the same language. string language_code = 4 [(google.api.field_behavior) = REQUIRED]; } // Represents the result of a conversational query. message QueryResult { // The original conversational query. oneof query { // If [natural language text][google.cloud.dialogflow.cx.v3.TextInput] was provided as input, this field // will contain a copy of the text. string text = 1; // If an [intent][google.cloud.dialogflow.cx.v3.IntentInput] was provided as input, this field will // contain a copy of the intent identifier. string trigger_intent = 11; // If [natural language speech audio][google.cloud.dialogflow.cx.v3.AudioInput] was provided as input, // this field will contain the trascript for the audio. string transcript = 12; // If an [event][google.cloud.dialogflow.cx.v3.EventInput] was provided as input, this field will contain // the name of the event. string trigger_event = 14; } // The language that was triggered during intent detection. // See [Language // Support](https://cloud.google.com/dialogflow/docs/reference/language) // for a list of the currently supported language codes. string language_code = 2; // The collected [session parameters][google.cloud.dialogflow.cx.v3.SessionInfo.parameters]. // // Depending on your protocol or client library language, this is a // map, associative array, symbol table, dictionary, or JSON object // composed of a collection of (MapKey, MapValue) pairs: // // - MapKey type: string // - MapKey value: parameter name // - MapValue type: // - If parameter's entity type is a composite entity: map // - Else: depending on parameter value type, could be one of string, // number, boolean, null, list or map // - MapValue value: // - If parameter's entity type is a composite entity: // map from composite entity property names to property values // - Else: parameter value google.protobuf.Struct parameters = 3; // The list of rich messages returned to the client. Responses vary from // simple text messages to more sophisticated, structured payloads used // to drive complex logic. repeated ResponseMessage response_messages = 4; // The list of webhook call status in the order of call sequence. repeated google.rpc.Status webhook_statuses = 13; // The list of webhook payload in [WebhookResponse.payload][google.cloud.dialogflow.cx.v3.WebhookResponse.payload], in // the order of call sequence. If some webhook call fails or doesn't return // any payload, an empty `Struct` would be used instead. repeated google.protobuf.Struct webhook_payloads = 6; // The current [Page][google.cloud.dialogflow.cx.v3.Page]. Some, not all fields are filled in this message, // including but not limited to `name` and `display_name`. Page current_page = 7; // The [Intent][google.cloud.dialogflow.cx.v3.Intent] that matched the conversational query. Some, not all fields // are filled in this message, including but not limited to: `name` and // `display_name`. // This field is deprecated, please use [QueryResult.match][google.cloud.dialogflow.cx.v3.QueryResult.match] instead. Intent intent = 8 [deprecated = true]; // The intent detection confidence. Values range from 0.0 (completely // uncertain) to 1.0 (completely certain). // This value is for informational purpose only and is only used to // help match the best intent within the classification threshold. // This value may change for the same end-user expression at any time due to a // model retraining or change in implementation. // This field is deprecated, please use [QueryResult.match][google.cloud.dialogflow.cx.v3.QueryResult.match] instead. float intent_detection_confidence = 9 [deprecated = true]; // Intent match result, could be an intent or an event. Match match = 15; // The free-form diagnostic info. For example, this field could contain // webhook call latency. The string keys of the Struct's fields map can change // without notice. google.protobuf.Struct diagnostic_info = 10; // The sentiment analyss result, which depends on // [`analyze_query_text_sentiment`] // [google.cloud.dialogflow.cx.v3.QueryParameters.analyze_query_text_sentiment], specified in the request. SentimentAnalysisResult sentiment_analysis_result = 17; } // Represents the natural language text to be processed. message TextInput { // Required. The UTF-8 encoded natural language text to be processed. Text length must // not exceed 256 characters. string text = 1 [(google.api.field_behavior) = REQUIRED]; } // Represents the intent to trigger programmatically rather than as a result of // natural language processing. message IntentInput { // Required. The unique identifier of the intent. // Format: `projects//locations//agents//intents/`. string intent = 1 [ (google.api.field_behavior) = REQUIRED, (google.api.resource_reference) = { type: "dialogflow.googleapis.com/Intent" } ]; } // Represents the natural speech audio to be processed. message AudioInput { // Required. Instructs the speech recognizer how to process the speech audio. InputAudioConfig config = 1 [(google.api.field_behavior) = REQUIRED]; // The natural language speech audio to be processed. // A single request can contain up to 1 minute of speech audio data. // The [transcribed text][google.cloud.dialogflow.cx.v3.QueryResult.transcript] cannot contain more than 256 // bytes. // // For non-streaming audio detect intent, both `config` and `audio` must be // provided. // For streaming audio detect intent, `config` must be provided in // the first request and `audio` must be provided in all following requests. bytes audio = 2; } // Represents the event to trigger. message EventInput { // Name of the event. string event = 1; } // Represents the input for dtmf event. message DtmfInput { // The dtmf digits. string digits = 1; // The finish digit (if any). string finish_digit = 2; } // Represents one match result of [MatchIntent][]. message Match { // Type of a Match. enum MatchType { // Not specified. Should never be used. MATCH_TYPE_UNSPECIFIED = 0; // The query was matched to an intent. INTENT = 1; // The query directly triggered an intent. DIRECT_INTENT = 2; // The query was used for parameter filling. PARAMETER_FILLING = 3; // No match was found for the query. NO_MATCH = 4; // Indicates an empty query. NO_INPUT = 5; // The query directly triggered an event. EVENT = 6; } // The [Intent][google.cloud.dialogflow.cx.v3.Intent] that matched the query. Some, not all fields are filled in // this message, including but not limited to: `name` and `display_name`. Only // filled for [`INTENT`][google.cloud.dialogflow.cx.v3.Match.MatchType] match type. Intent intent = 1; // The event that matched the query. Only filled for // [`EVENT`][google.cloud.dialogflow.cx.v3.Match.MatchType] match type. string event = 6; // The collection of parameters extracted from the query. // // Depending on your protocol or client library language, this is a // map, associative array, symbol table, dictionary, or JSON object // composed of a collection of (MapKey, MapValue) pairs: // // - MapKey type: string // - MapKey value: parameter name // - MapValue type: // - If parameter's entity type is a composite entity: map // - Else: depending on parameter value type, could be one of string, // number, boolean, null, list or map // - MapValue value: // - If parameter's entity type is a composite entity: // map from composite entity property names to property values // - Else: parameter value google.protobuf.Struct parameters = 2; // Final text input which was matched during MatchIntent. This value can be // different from original input sent in request because of spelling // correction or other processing. string resolved_input = 3; // Type of this [Match][google.cloud.dialogflow.cx.v3.Match]. MatchType match_type = 4; // The confidence of this match. Values range from 0.0 (completely uncertain) // to 1.0 (completely certain). // This value is for informational purpose only and is only used to help match // the best intent within the classification threshold. This value may change // for the same end-user expression at any time due to a model retraining or // change in implementation. float confidence = 5; } // Request of [MatchIntent][]. message MatchIntentRequest { // Required. The name of the session this query is sent to. // Format: `projects//locations//agents//sessions/` or `projects//locations//agents//environments//sessions/`. // If `Environment ID` is not specified, we assume default 'draft' // environment. // It's up to the API caller to choose an appropriate `Session ID`. It can be // a random number or some type of session identifiers (preferably hashed). // The length of the `Session ID` must not exceed 36 characters. // // For more information, see the [sessions // guide](https://cloud.google.com/dialogflow/cx/docs/concept/session). string session = 1 [ (google.api.field_behavior) = REQUIRED, (google.api.resource_reference) = { type: "dialogflow.googleapis.com/Session" } ]; // The parameters of this query. QueryParameters query_params = 2; // Required. The input specification. QueryInput query_input = 3 [(google.api.field_behavior) = REQUIRED]; } // Response of [MatchIntent][]. message MatchIntentResponse { // The original conversational query. oneof query { // If [natural language text][google.cloud.dialogflow.cx.v3.TextInput] was provided as input, this field // will contain a copy of the text. string text = 1; // If an [intent][google.cloud.dialogflow.cx.v3.IntentInput] was provided as input, this field will // contain a copy of the intent identifier. string trigger_intent = 2; // If [natural language speech audio][google.cloud.dialogflow.cx.v3.AudioInput] was provided as input, // this field will contain the trascript for the audio. string transcript = 3; // If an [event][google.cloud.dialogflow.cx.v3.EventInput] was provided as input, this field will // contain a copy of the event name. string trigger_event = 6; } // Match results, if more than one, ordered descendingly by the confidence // we have that the particular intent matches the query. repeated Match matches = 4; // The current [Page][google.cloud.dialogflow.cx.v3.Page]. Some, not all fields are filled in this message, // including but not limited to `name` and `display_name`. Page current_page = 5; } // Request of [FulfillIntent][] message FulfillIntentRequest { // Must be same as the corresponding MatchIntent request, otherwise the // behavior is undefined. MatchIntentRequest match_intent_request = 1; // The matched intent/event to fulfill. Match match = 2; // Instructs the speech synthesizer how to generate output audio. OutputAudioConfig output_audio_config = 3; } // Response of [FulfillIntent][] message FulfillIntentResponse { // Output only. The unique identifier of the response. It can be used to // locate a response in the training example set or for reporting issues. string response_id = 1; // The result of the conversational query. QueryResult query_result = 2; // The audio data bytes encoded as specified in the request. // Note: The output audio is generated based on the values of default platform // text responses found in the // [`query_result.response_messages`][google.cloud.dialogflow.cx.v3.QueryResult.response_messages] field. If // multiple default text responses exist, they will be concatenated when // generating audio. If no default platform text responses exist, the // generated audio content will be empty. // // In some scenarios, multiple output audio fields may be present in the // response structure. In these cases, only the top-most-level audio output // has content. bytes output_audio = 3; // The config used by the speech synthesizer to generate the output audio. OutputAudioConfig output_audio_config = 4; } // The result of sentiment analysis. Sentiment analysis inspects user input // and identifies the prevailing subjective opinion, especially to determine a // user's attitude as positive, negative, or neutral. message SentimentAnalysisResult { // Sentiment score between -1.0 (negative sentiment) and 1.0 (positive // sentiment). float score = 1; // A non-negative number in the [0, +inf) range, which represents the absolute // magnitude of sentiment, regardless of score (positive or negative). float magnitude = 2; }