vertexai package

The Vertex AI in Firebase Web SDK.

Functions

Function Description
function(app, ...)
getVertexAI(app, options) Returns a VertexAI instance for the given app.
function(vertexAI, ...)
getGenerativeModel(vertexAI, modelParams, requestOptions) Returns a GenerativeModel class with methods for inference and other functionality.

Classes

Class Description
ArraySchema Schema class for "array" types. The items param should refer to the type of item that can be a member of the array.
BooleanSchema Schema class for "boolean" types.
ChatSession ChatSession class that enables sending chat messages and stores history of sent and received messages so far.
GenerativeModel Class for generative model APIs.
IntegerSchema Schema class for "integer" types.
NumberSchema Schema class for "number" types.
ObjectSchema Schema class for "object" types. The properties param must be a map of Schema objects.
Schema Parent class encompassing all Schema types, with static methods that allow building specific Schema types. This class can be converted with JSON.stringify() into a JSON string accepted by Vertex AI REST endpoints. (This string conversion is automatically done when calling SDK methods.)
StringSchema Schema class for "string" types. Can be used with or without enum values.
VertexAIError Error class for the Vertex AI in Firebase SDK.

Enumerations

Enumeration Description
BlockReason Reason that a prompt was blocked.
FinishReason Reason that a candidate finished.
FunctionCallingMode
HarmBlockMethod
HarmBlockThreshold Threshold above which a prompt or candidate will be blocked.
HarmCategory Harm categories that would cause prompts or candidates to be blocked.
HarmProbability Probability that a prompt or candidate matches a harm category.
HarmSeverity Harm severity levels.
SchemaType Contains the list of OpenAPI data types as defined by the OpenAPI specification
VertexAIErrorCode Standardized error codes that VertexAIError can have.

Interfaces

Interface Description
BaseParams Base parameters for a number of methods.
Citation A single citation.
CitationMetadata Citation metadata that may be found on a GenerateContentCandidate.
Content Content type for both prompts and response candidates.
CountTokensRequest Params for calling GenerativeModel.countTokens()
CountTokensResponse Response from calling GenerativeModel.countTokens().
CustomErrorData Details object that contains data originating from a bad HTTP response.
Date_2 Protobuf google.type.Date
EnhancedGenerateContentResponse Response object wrapped with helper methods.
ErrorDetails Details object that may be included in an error response.
FileData Data pointing to a file uploaded on Google Cloud Storage.
FileDataPart Content part interface if the part represents FileData
FunctionCall A predicted FunctionCall returned from the model that contains a string representing the FunctionDeclaration.name and a structured JSON object containing the parameters and their values.
FunctionCallingConfig
FunctionCallPart Content part interface if the part represents a FunctionCall.
FunctionDeclaration Structured representation of a function declaration as defined by the 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.
FunctionDeclarationsTool 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.
FunctionResponse The result output from a FunctionCall that contains a string representing the FunctionDeclaration.name and a structured JSON object containing any output from the function is used as context to the model. This should contain the result of a FunctionCall made based on model prediction.
FunctionResponsePart Content part interface if the part represents FunctionResponse.
GenerateContentCandidate A candidate returned as part of a GenerateContentResponse.
GenerateContentRequest Request sent through GenerativeModel.generateContent()
GenerateContentResponse Individual response from GenerativeModel.generateContent() and GenerativeModel.generateContentStream(). generateContentStream() will return one in each chunk until the stream is done.
GenerateContentResult Result object returned from GenerativeModel.generateContent() call.
GenerateContentStreamResult Result object returned from GenerativeModel.generateContentStream() call. Iterate over stream to get chunks as they come in and/or use the response promise to get the aggregated response when the stream is done.
GenerationConfig Config options for content-related requests
GenerativeContentBlob Interface for sending an image.
GroundingAttribution
GroundingMetadata Metadata returned to client when grounding is enabled.
InlineDataPart Content part interface if the part represents an image.
ModelParams Params passed to getGenerativeModel().
ObjectSchemaInterface Interface for ObjectSchema class.
PromptFeedback If the prompt was blocked, this will be populated with blockReason and the relevant safetyRatings.
RequestOptions Params passed to getGenerativeModel().
RetrievedContextAttribution
SafetyRating A safety rating associated with a GenerateContentCandidate
SafetySetting Safety setting that can be sent as part of request parameters.
SchemaInterface Interface for Schema class.
SchemaParams Params passed to Schema static methods to create specific Schema classes.
SchemaRequest Final format for Schema params passed to backend requests.
SchemaShared Basic Schema properties shared across several Schema-related types.
Segment
StartChatParams Params for GenerativeModel.startChat().
TextPart Content part interface if the part represents a text string.
ToolConfig Tool config. This config is shared for all tools provided in the request.
UsageMetadata Usage metadata about a GenerateContentResponse.
VertexAI An instance of the Vertex AI in Firebase SDK.
VertexAIOptions Options when initializing the Vertex AI in Firebase SDK.
VideoMetadata Describes the input video content.
WebAttribution

Variables

Variable Description
POSSIBLE_ROLES Possible roles.

Type Aliases

Type Alias Description
Part Content part - includes text, image/video, or function call/response part types.
Role Role is the producer of the content.
Tool Defines a tool that model can call to access external knowledge.
TypedSchema A type that includes all specific Schema types.

function(app, ...)

getVertexAI(app, options)

Returns a VertexAI instance for the given app.

Signature:

export declare function getVertexAI(app?: FirebaseApp, options?: VertexAIOptions): VertexAI;

Parameters

Parameter Type Description
app FirebaseApp The FirebaseApp to use.
options VertexAIOptions

Returns:

VertexAI

function(vertexAI, ...)

getGenerativeModel(vertexAI, modelParams, requestOptions)

Returns a GenerativeModel class with methods for inference and other functionality.

Signature:

export declare function getGenerativeModel(vertexAI: VertexAI, modelParams: ModelParams, requestOptions?: RequestOptions): GenerativeModel;

Parameters

Parameter Type Description
vertexAI VertexAI
modelParams ModelParams
requestOptions RequestOptions

Returns:

GenerativeModel

POSSIBLE_ROLES

Possible roles.

Signature:

POSSIBLE_ROLES: readonly ["user", "model", "function", "system"]

Part

Content part - includes text, image/video, or function call/response part types.

Signature:

export type Part = TextPart | InlineDataPart | FunctionCallPart | FunctionResponsePart | FileDataPart;

Role

Role is the producer of the content.

Signature:

export type Role = (typeof POSSIBLE_ROLES)[number];

Tool

Defines a tool that model can call to access external knowledge.

Signature:

export declare type Tool = FunctionDeclarationsTool;

TypedSchema

A type that includes all specific Schema types.

Signature:

export type TypedSchema = IntegerSchema | NumberSchema | StringSchema | BooleanSchema | ObjectSchema | ArraySchema;

BlockReason

Reason that a prompt was blocked.

Signature:

export declare enum BlockReason

Enumeration Members

Member Value Description
OTHER "OTHER"
SAFETY "SAFETY"

FinishReason

Reason that a candidate finished.

Signature:

export declare enum FinishReason

Enumeration Members

Member Value Description
MAX_TOKENS "MAX_TOKENS"
OTHER "OTHER"
RECITATION "RECITATION"
SAFETY "SAFETY"
STOP "STOP"

FunctionCallingMode

Signature:

export declare enum FunctionCallingMode

Enumeration Members

Member Value Description
ANY "ANY"
AUTO "AUTO"
NONE "NONE"

HarmBlockMethod

Signature:

export declare enum HarmBlockMethod

Enumeration Members

Member Value Description
PROBABILITY "PROBABILITY"
SEVERITY "SEVERITY"

HarmBlockThreshold

Threshold above which a prompt or candidate will be blocked.

Signature:

export declare enum HarmBlockThreshold

Enumeration Members

Member Value Description
BLOCK_LOW_AND_ABOVE "BLOCK_LOW_AND_ABOVE"
BLOCK_MEDIUM_AND_ABOVE "BLOCK_MEDIUM_AND_ABOVE"
BLOCK_NONE "BLOCK_NONE"
BLOCK_ONLY_HIGH "BLOCK_ONLY_HIGH"

HarmCategory

Harm categories that would cause prompts or candidates to be blocked.

Signature:

export declare enum HarmCategory

Enumeration Members

Member Value Description
HARM_CATEGORY_DANGEROUS_CONTENT "HARM_CATEGORY_DANGEROUS_CONTENT"
HARM_CATEGORY_HARASSMENT "HARM_CATEGORY_HARASSMENT"
HARM_CATEGORY_HATE_SPEECH "HARM_CATEGORY_HATE_SPEECH"
HARM_CATEGORY_SEXUALLY_EXPLICIT "HARM_CATEGORY_SEXUALLY_EXPLICIT"

HarmProbability

Probability that a prompt or candidate matches a harm category.

Signature:

export declare enum HarmProbability

Enumeration Members

Member Value Description
HIGH "HIGH"
LOW "LOW"
MEDIUM "MEDIUM"
NEGLIGIBLE "NEGLIGIBLE"

HarmSeverity

Harm severity levels.

Signature:

export declare enum HarmSeverity

Enumeration Members

Member Value Description
HARM_SEVERITY_HIGH "HARM_SEVERITY_HIGH"
HARM_SEVERITY_LOW "HARM_SEVERITY_LOW"
HARM_SEVERITY_MEDIUM "HARM_SEVERITY_MEDIUM"
HARM_SEVERITY_NEGLIGIBLE "HARM_SEVERITY_NEGLIGIBLE"

SchemaType

Contains the list of OpenAPI data types as defined by the OpenAPI specification

Signature:

export declare enum SchemaType

Enumeration Members

Member Value Description
ARRAY "array" Array type.
BOOLEAN "boolean" Boolean type.
INTEGER "integer" Integer type.
NUMBER "number" Number type.
OBJECT "object" Object type.
STRING "string" String type.

VertexAIErrorCode

Standardized error codes that VertexAIError can have.

Signature:

export declare const enum VertexAIErrorCode

Enumeration Members

Member Value Description
API_NOT_ENABLED "api-not-enabled" An error due to the Firebase API not being enabled in the Console.
ERROR "error" A generic error occurred.
FETCH_ERROR "fetch-error" An error occurred while performing a fetch.
INVALID_CONTENT "invalid-content" An error associated with a Content object.
INVALID_SCHEMA "invalid-schema" An error due to invalid Schema input.
NO_API_KEY "no-api-key" An error occurred due to a missing Firebase API key.
NO_MODEL "no-model" An error occurred due to a model name not being specified during initialization.
NO_PROJECT_ID "no-project-id" An error occurred due to a missing project ID.
PARSE_FAILED "parse-failed" An error occurred while parsing.
REQUEST_ERROR "request-error" An error occurred in a request.
RESPONSE_ERROR "response-error" An error occurred in a response.