// Copyright 2024 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.aiplatform.v1; import "google/api/field_behavior.proto"; import "google/cloud/aiplatform/v1/tool.proto"; import "google/protobuf/duration.proto"; import "google/type/date.proto"; option csharp_namespace = "Google.Cloud.AIPlatform.V1"; option go_package = "cloud.google.com/go/aiplatform/apiv1/aiplatformpb;aiplatformpb"; option java_multiple_files = true; option java_outer_classname = "ContentProto"; option java_package = "com.google.cloud.aiplatform.v1"; option php_namespace = "Google\\Cloud\\AIPlatform\\V1"; option ruby_package = "Google::Cloud::AIPlatform::V1"; // Harm categories that will block the content. enum HarmCategory { // The harm category is unspecified. HARM_CATEGORY_UNSPECIFIED = 0; // The harm category is hate speech. HARM_CATEGORY_HATE_SPEECH = 1; // The harm category is dangerous content. HARM_CATEGORY_DANGEROUS_CONTENT = 2; // The harm category is harassment. HARM_CATEGORY_HARASSMENT = 3; // The harm category is sexually explicit content. HARM_CATEGORY_SEXUALLY_EXPLICIT = 4; } // The base structured datatype containing multi-part content of a message. // // A `Content` includes a `role` field designating the producer of the `Content` // and a `parts` field containing multi-part data that contains the content of // the message turn. message Content { // Optional. The producer of the content. Must be either 'user' or 'model'. // // Useful to set for multi-turn conversations, otherwise can be left blank // or unset. string role = 1 [(google.api.field_behavior) = OPTIONAL]; // Required. Ordered `Parts` that constitute a single message. Parts may have // different IANA MIME types. repeated Part parts = 2 [(google.api.field_behavior) = REQUIRED]; } // A datatype containing media that is part of a multi-part `Content` message. // // A `Part` consists of data which has an associated datatype. A `Part` can only // contain one of the accepted types in `Part.data`. // // A `Part` must have a fixed IANA MIME type identifying the type and subtype // of the media if `inline_data` or `file_data` field is filled with raw bytes. message Part { oneof data { // Optional. Text part (can be code). string text = 1 [(google.api.field_behavior) = OPTIONAL]; // Optional. Inlined bytes data. Blob inline_data = 2 [(google.api.field_behavior) = OPTIONAL]; // Optional. URI based data. FileData file_data = 3 [(google.api.field_behavior) = OPTIONAL]; // Optional. A predicted [FunctionCall] returned from the model that // contains a string representing the [FunctionDeclaration.name] with the // parameters and their values. FunctionCall function_call = 5 [(google.api.field_behavior) = OPTIONAL]; // Optional. The result output of a [FunctionCall] that contains a string // representing the [FunctionDeclaration.name] and a structured JSON object // containing any output from the function call. It is used as context to // the model. FunctionResponse function_response = 6 [(google.api.field_behavior) = OPTIONAL]; } oneof metadata { // Optional. Video metadata. The metadata should only be specified while the // video data is presented in inline_data or file_data. VideoMetadata video_metadata = 4 [(google.api.field_behavior) = OPTIONAL]; } } // Content blob. // // It's preferred to send as [text][google.cloud.aiplatform.v1.Part.text] // directly rather than raw bytes. message Blob { // Required. The IANA standard MIME type of the source data. string mime_type = 1 [(google.api.field_behavior) = REQUIRED]; // Required. Raw bytes. bytes data = 2 [(google.api.field_behavior) = REQUIRED]; } // URI based data. message FileData { // Required. The IANA standard MIME type of the source data. string mime_type = 1 [(google.api.field_behavior) = REQUIRED]; // Required. URI. string file_uri = 2 [(google.api.field_behavior) = REQUIRED]; } // Metadata describes the input video content. message VideoMetadata { // Optional. The start offset of the video. google.protobuf.Duration start_offset = 1 [(google.api.field_behavior) = OPTIONAL]; // Optional. The end offset of the video. google.protobuf.Duration end_offset = 2 [(google.api.field_behavior) = OPTIONAL]; } // Generation config. message GenerationConfig { // Optional. Controls the randomness of predictions. optional float temperature = 1 [(google.api.field_behavior) = OPTIONAL]; // Optional. If specified, nucleus sampling will be used. optional float top_p = 2 [(google.api.field_behavior) = OPTIONAL]; // Optional. If specified, top-k sampling will be used. optional float top_k = 3 [(google.api.field_behavior) = OPTIONAL]; // Optional. Number of candidates to generate. optional int32 candidate_count = 4 [(google.api.field_behavior) = OPTIONAL]; // Optional. The maximum number of output tokens to generate per message. optional int32 max_output_tokens = 5 [(google.api.field_behavior) = OPTIONAL]; // Optional. Stop sequences. repeated string stop_sequences = 6 [(google.api.field_behavior) = OPTIONAL]; // Optional. Positive penalties. optional float presence_penalty = 8 [(google.api.field_behavior) = OPTIONAL]; // Optional. Frequency penalties. optional float frequency_penalty = 9 [(google.api.field_behavior) = OPTIONAL]; // Optional. Output response mimetype of the generated candidate text. // Supported mimetype: // - `text/plain`: (default) Text output. // - `application/json`: JSON response in the candidates. // The model needs to be prompted to output the appropriate response type, // otherwise the behavior is undefined. // This is a preview feature. string response_mime_type = 13 [(google.api.field_behavior) = OPTIONAL]; } // Safety settings. message SafetySetting { // Probability based thresholds levels for blocking. enum HarmBlockThreshold { // Unspecified harm block threshold. HARM_BLOCK_THRESHOLD_UNSPECIFIED = 0; // Block low threshold and above (i.e. block more). BLOCK_LOW_AND_ABOVE = 1; // Block medium threshold and above. BLOCK_MEDIUM_AND_ABOVE = 2; // Block only high threshold (i.e. block less). BLOCK_ONLY_HIGH = 3; // Block none. BLOCK_NONE = 4; } // Probability vs severity. enum HarmBlockMethod { // The harm block method is unspecified. HARM_BLOCK_METHOD_UNSPECIFIED = 0; // The harm block method uses both probability and severity scores. SEVERITY = 1; // The harm block method uses the probability score. PROBABILITY = 2; } // Required. Harm category. HarmCategory category = 1 [(google.api.field_behavior) = REQUIRED]; // Required. The harm block threshold. HarmBlockThreshold threshold = 2 [(google.api.field_behavior) = REQUIRED]; // Optional. Specify if the threshold is used for probability or severity // score. If not specified, the threshold is used for probability score. HarmBlockMethod method = 4 [(google.api.field_behavior) = OPTIONAL]; } // Safety rating corresponding to the generated content. message SafetyRating { // Harm probability levels in the content. enum HarmProbability { // Harm probability unspecified. HARM_PROBABILITY_UNSPECIFIED = 0; // Negligible level of harm. NEGLIGIBLE = 1; // Low level of harm. LOW = 2; // Medium level of harm. MEDIUM = 3; // High level of harm. HIGH = 4; } // Harm severity levels. enum HarmSeverity { // Harm severity unspecified. HARM_SEVERITY_UNSPECIFIED = 0; // Negligible level of harm severity. HARM_SEVERITY_NEGLIGIBLE = 1; // Low level of harm severity. HARM_SEVERITY_LOW = 2; // Medium level of harm severity. HARM_SEVERITY_MEDIUM = 3; // High level of harm severity. HARM_SEVERITY_HIGH = 4; } // Output only. Harm category. HarmCategory category = 1 [(google.api.field_behavior) = OUTPUT_ONLY]; // Output only. Harm probability levels in the content. HarmProbability probability = 2 [(google.api.field_behavior) = OUTPUT_ONLY]; // Output only. Harm probability score. float probability_score = 5 [(google.api.field_behavior) = OUTPUT_ONLY]; // Output only. Harm severity levels in the content. HarmSeverity severity = 6 [(google.api.field_behavior) = OUTPUT_ONLY]; // Output only. Harm severity score. float severity_score = 7 [(google.api.field_behavior) = OUTPUT_ONLY]; // Output only. Indicates whether the content was filtered out because of this // rating. bool blocked = 3 [(google.api.field_behavior) = OUTPUT_ONLY]; } // A collection of source attributions for a piece of content. message CitationMetadata { // Output only. List of citations. repeated Citation citations = 1 [(google.api.field_behavior) = OUTPUT_ONLY]; } // Source attributions for content. message Citation { // Output only. Start index into the content. int32 start_index = 1 [(google.api.field_behavior) = OUTPUT_ONLY]; // Output only. End index into the content. int32 end_index = 2 [(google.api.field_behavior) = OUTPUT_ONLY]; // Output only. Url reference of the attribution. string uri = 3 [(google.api.field_behavior) = OUTPUT_ONLY]; // Output only. Title of the attribution. string title = 4 [(google.api.field_behavior) = OUTPUT_ONLY]; // Output only. License of the attribution. string license = 5 [(google.api.field_behavior) = OUTPUT_ONLY]; // Output only. Publication date of the attribution. google.type.Date publication_date = 6 [(google.api.field_behavior) = OUTPUT_ONLY]; } // A response candidate generated from the model. message Candidate { // The reason why the model stopped generating tokens. // If empty, the model has not stopped generating the tokens. enum FinishReason { // The finish reason is unspecified. FINISH_REASON_UNSPECIFIED = 0; // Natural stop point of the model or provided stop sequence. STOP = 1; // The maximum number of tokens as specified in the request was reached. MAX_TOKENS = 2; // The token generation was stopped as the response was flagged for safety // reasons. NOTE: When streaming the Candidate.content will be empty if // content filters blocked the output. SAFETY = 3; // The token generation was stopped as the response was flagged for // unauthorized citations. RECITATION = 4; // All other reasons that stopped the token generation OTHER = 5; // The token generation was stopped as the response was flagged for the // terms which are included from the terminology blocklist. BLOCKLIST = 6; // The token generation was stopped as the response was flagged for // the prohibited contents. PROHIBITED_CONTENT = 7; // The token generation was stopped as the response was flagged for // Sensitive Personally Identifiable Information (SPII) contents. SPII = 8; } // Output only. Index of the candidate. int32 index = 1 [(google.api.field_behavior) = OUTPUT_ONLY]; // Output only. Content parts of the candidate. Content content = 2 [(google.api.field_behavior) = OUTPUT_ONLY]; // Output only. The reason why the model stopped generating tokens. // If empty, the model has not stopped generating the tokens. FinishReason finish_reason = 3 [(google.api.field_behavior) = OUTPUT_ONLY]; // Output only. List of ratings for the safety of a response candidate. // // There is at most one rating per category. repeated SafetyRating safety_ratings = 4 [(google.api.field_behavior) = OUTPUT_ONLY]; // Output only. Describes the reason the mode stopped generating tokens in // more detail. This is only filled when `finish_reason` is set. optional string finish_message = 5 [(google.api.field_behavior) = OUTPUT_ONLY]; // Output only. Source attribution of the generated content. CitationMetadata citation_metadata = 6 [(google.api.field_behavior) = OUTPUT_ONLY]; // Output only. Metadata specifies sources used to ground generated content. GroundingMetadata grounding_metadata = 7 [(google.api.field_behavior) = OUTPUT_ONLY]; } // Segment of the content. message Segment { // Output only. The index of a Part object within its parent Content object. int32 part_index = 1 [(google.api.field_behavior) = OUTPUT_ONLY]; // Output only. Start index in the given Part, measured in bytes. Offset from // the start of the Part, inclusive, starting at zero. int32 start_index = 2 [(google.api.field_behavior) = OUTPUT_ONLY]; // Output only. End index in the given Part, measured in bytes. Offset from // the start of the Part, exclusive, starting at zero. int32 end_index = 3 [(google.api.field_behavior) = OUTPUT_ONLY]; } // Grounding attribution. message GroundingAttribution { // Attribution from the web. message Web { // Output only. URI reference of the attribution. string uri = 1 [(google.api.field_behavior) = OUTPUT_ONLY]; // Output only. Title of the attribution. string title = 2 [(google.api.field_behavior) = OUTPUT_ONLY]; } oneof reference { // Optional. Attribution from the web. Web web = 3 [(google.api.field_behavior) = OPTIONAL]; } // Output only. Segment of the content this attribution belongs to. Segment segment = 1 [(google.api.field_behavior) = OUTPUT_ONLY]; // Optional. Output only. Confidence score of the attribution. Ranges from 0 // to 1. 1 is the most confident. optional float confidence_score = 2 [ (google.api.field_behavior) = OPTIONAL, (google.api.field_behavior) = OUTPUT_ONLY ]; } // Metadata returned to client when grounding is enabled. message GroundingMetadata { // Optional. Web search queries for the following-up web search. repeated string web_search_queries = 1 [(google.api.field_behavior) = OPTIONAL]; // Optional. List of grounding attributions. repeated GroundingAttribution grounding_attributions = 2 [(google.api.field_behavior) = OPTIONAL]; // Optional. Google search entry for the following-up web searches. optional SearchEntryPoint search_entry_point = 4 [(google.api.field_behavior) = OPTIONAL]; } // Google search entry point. message SearchEntryPoint { // Optional. Web content snippet that can be embedded in a web page or an app // webview. string rendered_content = 1 [(google.api.field_behavior) = OPTIONAL]; // Optional. Base64 encoded JSON representing array of tuple. bytes sdk_blob = 2 [(google.api.field_behavior) = OPTIONAL]; }