@firebase/vertexai/dist/esm/src/types/requests.d.ts

A Firebase SDK for VertexAI

/**
 * @license
 * 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.
 */
import { TypedSchema } from '../requests/schema-builder';
import { Content, Part } from './content';
import { FunctionCallingMode, HarmBlockMethod, HarmBlockThreshold, HarmCategory } from './enums';
import { ObjectSchemaInterface, SchemaRequest } from './schema';
/**
 * Base parameters for a number of methods.
 * @public
 */
export interface BaseParams {
    safetySettings?: SafetySetting[];
    generationConfig?: GenerationConfig;
}
/**
 * Params passed to <code>{@link getGenerativeModel}</code>.
 * @public
 */
export interface ModelParams extends BaseParams {
    model: string;
    tools?: Tool[];
    toolConfig?: ToolConfig;
    systemInstruction?: string | Part | Content;
}
/**
 * Request sent through {@link GenerativeModel.generateContent}
 * @public
 */
export interface GenerateContentRequest extends BaseParams {
    contents: Content[];
    tools?: Tool[];
    toolConfig?: ToolConfig;
    systemInstruction?: string | Part | Content;
}
/**
 * Safety setting that can be sent as part of request parameters.
 * @public
 */
export interface SafetySetting {
    category: HarmCategory;
    threshold: HarmBlockThreshold;
    method?: HarmBlockMethod;
}
/**
 * Config options for content-related requests
 * @public
 */
export interface GenerationConfig {
    candidateCount?: number;
    stopSequences?: string[];
    maxOutputTokens?: number;
    temperature?: number;
    topP?: number;
    topK?: number;
    presencePenalty?: number;
    frequencyPenalty?: number;
    /**
     * Output response MIME type of the generated candidate text.
     * Supported MIME types are `text/plain` (default, text output),
     * `application/json` (JSON response in the candidates), and
     * `text/x.enum`.
     */
    responseMimeType?: string;
    /**
     * Output response schema of the generated candidate text. This
     * value can be a class generated with a <code>{@link Schema}</code> static method
     * like `Schema.string()` or `Schema.object()` or it can be a plain
     * JS object matching the <code>{@link SchemaRequest}</code> interface.
     * <br/>Note: This only applies when the specified `responseMIMEType` supports a schema; currently
     * this is limited to `application/json` and `text/x.enum`.
     */
    responseSchema?: TypedSchema | SchemaRequest;
}
/**
 * Params for {@link GenerativeModel.startChat}.
 * @public
 */
export interface StartChatParams extends BaseParams {
    history?: Content[];
    tools?: Tool[];
    toolConfig?: ToolConfig;
    systemInstruction?: string | Part | Content;
}
/**
 * Params for calling {@link GenerativeModel.countTokens}
 * @public
 */
export interface CountTokensRequest {
    contents: Content[];
}
/**
 * Params passed to <code>{@link getGenerativeModel}</code>.
 * @public
 */
export interface RequestOptions {
    /**
     * Request timeout in milliseconds. Defaults to 180 seconds (180000ms).
     */
    timeout?: number;
    /**
     * Base url for endpoint. Defaults to https://firebasevertexai.googleapis.com
     */
    baseUrl?: string;
}
/**
 * Defines a tool that model can call to access external knowledge.
 * @public
 */
export declare type Tool = FunctionDeclarationsTool;
/**
 * Structured representation of a function declaration as defined by the
 * {@link https://spec.openapis.org/oas/v3.0.3 | OpenAPI 3.0 specification}.
 * Included
 * in this declaration are the function name and parameters. This
 * `FunctionDeclaration` is a representation of a block of code that can be used
 * as a Tool by the model and executed by the client.
 * @public
 */
export declare interface FunctionDeclaration {
    /**
     * The name of the function to call. Must start with a letter or an
     * underscore. Must be a-z, A-Z, 0-9, or contain underscores and dashes, with
     * a max length of 64.
     */
    name: string;
    /**
     * Description and purpose of the function. Model uses it to decide
     * how and whether to call the function.
     */
    description: string;
    /**
     * Optional. Describes the parameters to this function in JSON Schema Object
     * format. Reflects the Open API 3.03 Parameter Object. Parameter names are
     * case-sensitive. For a function with no parameters, this can be left unset.
     */
    parameters?: ObjectSchemaInterface;
}
/**
 * A `FunctionDeclarationsTool` is a piece of code that enables the system to
 * interact with external systems to perform an action, or set of actions,
 * outside of knowledge and scope of the model.
 * @public
 */
export declare interface FunctionDeclarationsTool {
    /**
     * Optional. One or more function declarations
     * to be passed to the model along with the current user query. Model may
     * decide to call a subset of these functions by populating
     * <code>{@link FunctionCall}</code> in the response. User should
     * provide a <code>{@link FunctionResponse}</code> for each
     * function call in the next turn. Based on the function responses, the model will
     * generate the final response back to the user. Maximum 64 function
     * declarations can be provided.
     */
    functionDeclarations?: FunctionDeclaration[];
}
/**
 * Tool config. This config is shared for all tools provided in the request.
 * @public
 */
export interface ToolConfig {
    functionCallingConfig?: FunctionCallingConfig;
}
/**
 * @public
 */
export interface FunctionCallingConfig {
    mode?: FunctionCallingMode;
    allowedFunctionNames?: string[];
}