Vertex AI Gemini

Vertex AI is a fully-managed, unified AI development platform for building and using generative AI.

Categories: Artificial Intelligence

Type: vertexGemini/v1

Connections

Version: 1

Bearer Token

Properties

Name	Label	Type	Description	Required
projectId	Project Id	STRING	Google Cloud Platform project ID	true
location	Location	STRING Options asia-east1, asia-east2, asia-northeast1, asia-northeast3, asia-south1, asia-southeast1, australia-southeast1, europe-central2, europe-north1, europe-southwest1, europe-west1, europe-west2, europe-west3, europe-west4, europe-west6, europe-west8, europe-west9, me-central1, me-central2, me-west1, northamerica-northeast1, southamerica-east1, us-central1, us-east1, us-east4, us-east5, us-south1, us-west1, us-west4	Region	true

Actions

Ask Gemini

Name: ask

Ask anything you want.

Properties

Name	Label	Type	Description	Required
model	Model	STRING Options gemini-1.5-flash-002, gemini-1.5-pro-002, gemini-2.0-flash, gemini-2.0-flash-lite, gemini-2.5-flash-preview-04-17, gemini-2.5-pro-preview-05-06	ID of the model to use.	true
format	Format	STRING Options SIMPLE, ADVANCED	Format of providing the prompt to the model.	true
userPrompt	Prompt	STRING	User prompt to the model.	true
systemPrompt	System Prompt	STRING	System prompt to the model.	false
attachments	Attachments	ARRAY Items [FILE_ENTRY]	Only text and image files are supported. Also, only certain models supports images. Please check the documentation.	false
messages	Messages	ARRAY Items [{STRING(role), STRING(content), [FILE_ENTRY](attachments)}]	A list of messages comprising the conversation so far.	true
response	Response	OBJECT Properties {STRING(responseFormat), STRING(responseSchema)}	The response from the API.	true
maxTokens	Max Tokens	INTEGER	The maximum number of tokens to generate in the chat completion.	false
n	Candidate Count	INTEGER	The number of generated response messages to return. This value must be between [1, 8], inclusive. Defaults to 1.	false
temperature	Temperature	NUMBER	Controls randomness: Higher values will make the output more random, while lower values like will make it more focused and deterministic.	false
topP	Top P	NUMBER	An alternative to sampling with temperature, called nucleus sampling, where the model considers the results of the tokens with top_p probability mass. So 0.1 means only the tokens comprising the top 10% probability mass are considered.	false
topK	Top K	INTEGER	Specify the number of token choices the generative uses to generate the next token.	false
stop	Stop	ARRAY Items [STRING]	Up to 4 sequences where the API will stop generating further tokens.	false

Example JSON Structure

{
  "label" : "Ask Gemini",
  "name" : "ask",
  "parameters" : {
    "model" : "",
    "format" : "",
    "userPrompt" : "",
    "systemPrompt" : "",
    "attachments" : [ {
      "extension" : "",
      "mimeType" : "",
      "name" : "",
      "url" : ""
    } ],
    "messages" : [ {
      "role" : "",
      "content" : "",
      "attachments" : [ {
        "extension" : "",
        "mimeType" : "",
        "name" : "",
        "url" : ""
      } ]
    } ],
    "response" : {
      "responseFormat" : "",
      "responseSchema" : ""
    },
    "maxTokens" : 1,
    "n" : 1,
    "temperature" : 0.0,
    "topP" : 0.0,
    "topK" : 1,
    "stop" : [ "" ]
  },
  "type" : "vertexGemini/v1/ask"
}

Output

The output for this action is dynamic and may vary depending on the input parameters. To determine the exact structure of the output, you need to execute the action.

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