Google Gemini Connector

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Google Gemini is an offering of advanced AI models developed by Google's DeepMind. Use the component to generate chats, images, and videos.

Connections

Google Gemini API

Connect to Google Generative AI (Gemini) using an API key.

Navigate to Google AI Studio and generate an API key.
Enter the key value into the connection configuration of the integration.

Input	Comments	Default
API Key	Your Google AI Studio API key. Generate API keys here.

Vertex AI API

Connect to Google Generative AI (Gemini) using Vertex AI.

In order to Authenticate using Vertex:

1. A Service Account is needed. One may be created in the Google Cloud Platform GCP Console from the IAM & Admin section.
   1. From the Service Account, use the Email value as the Client Email input value in the connection configuration.
2. Add the following roles to the Service Account:
   1. Vertex AI User or Vertex AI Administrator
   2. Storage Object Viewer
3. Once a Service Account is created, you will need to generate a Service Account Key
   1. Select the Service Account's options, navigate to the Key tab, and select Add Key to create a new key.
   2. After creating the key, you will be able to download a JSON file that contains the key information. This key contains sensible data and should be used with caution.
   3. Use the key downloaded in the previous step as the Private Key input value in the connection configuration.
4. The top section of the console will show the current project. Select this to display all projects and *Project IDs**.
5. Regions will be listed here or by navigating to Vertex AI Dashboard from the console.
6. Enable the Vertex API by navigating to the Library section of APIs & Services. Search 'Vertex' and select enable for the Vertex AI API.

Input	Comments	Default
Project ID	Your Google Cloud project ID.
Region	The region to use for API requests. Get your region here.
Client Email	The email address of the client you would like to connect to.
Private Key	The private key of the client you would like to connect to.

Actions

Conversation

Sends a message to the chat. Optionally, historical messages can be provided to continue the chat.

Input	Comments	Default
Prompt	The prompt you want to ask to the model.
Chat History	JSON string containing the chat history, you can use this parameter to give the model a context of the conversation.
Model Name	The name of the model to get information about (e.g., 'gemini-pro', 'gemini-pro-vision').
Temperature	Controls randomness in the output. Higher values (e.g., 0.8) make output more random, lower values (e.g., 0.2) make it more focused and deterministic.
Max Output Tokens	Maximum number of tokens to generate in the response.
Top K	Limits token selection to the K most likely next tokens.
Top P	Limits token selection to tokens with cumulative probability less than P.
Safety Settings	JSON string defining safety settings for content generation.
Extra Parameters	Extra parameters to pass to the API.
Connection	Select a Google Gemini connection.

Delete File

Deletes a file from the service.

Input	Comments	Default
File Name	The name of the file to delete.
Connection	Select a Google Gemini connection.

Generate Image

Generates an image using the Google Generative AI (Gemini) model.

Input	Comments	Default
Model Name	The name of the model to get information about (e.g., 'gemini-pro', 'gemini-pro-vision').
Prompt	Text prompt that typically describes the images to output.
Number of Images	Number of images to generate.
Language	Language of the generated content.
Aspect Ratio	Aspect ratio of the generated media.
Extra Parameters	Extra parameters to pass to the API.
Connection	Select a Google Gemini connection.

Generate Video

Generates a video using the Google Generative AI (Gemini) model.

Input	Comments	Default
Model Name	The name of the model to get information about (e.g., 'gemini-pro', 'gemini-pro-vision').
Prompt	Text prompt that typically describes the video to output.
FPS	FPS of the generated video.
Number of Videos	Number of videos to generate.
Person Generation	Whether allow to generate person videos, and restrict to specific ages.
Resolution	Resolution of the generated video.
Aspect Ratio	Aspect ratio of the generated media.
Duration Seconds	Duration of the clip for video generation in seconds.
Extra Parameters	Extra parameters to pass to the API.
Connection	Select a Google Gemini connection.

Get File

Retrieves the file information from the service.

Input	Comments	Default
File Name	The name of the file to get.
Connection	Select a Google Gemini connection.

Get Model Info

Retrieves detailed information about a specific model from the Google Generative AI API.

Input	Comments	Default
Connection	Select a Google Gemini connection.
Model Name	The name of the model to get information about (e.g., 'gemini-pro', 'gemini-pro-vision').

List Files

Lists all current project files from the service.

Input	Comments	Default
Fetch All	If true, fetch all items.	false
Page Size	The number of items to return per page.
Page Token	The page token to return.
Connection	Select a Google Gemini connection.

List Models

Retrieves a list of available models from the Google Generative AI API.

Input	Comments	Default
Fetch All	If true, fetch all items.	false
Page Size	The number of items to return per page.
Page Token	The page token to return.
Filter	The filter to apply to the list.
Extra Parameters	Extra parameters to pass to the API.
Connection	Select a Google Gemini connection.

Send Prompt

Send a prompt to the chat and provides a response.

Input	Comments	Default
Prompt	The text prompt to generate a response for.
Model Name	The name of the model to get information about (e.g., 'gemini-pro', 'gemini-pro-vision').
Temperature	Controls randomness in the output. Higher values (e.g., 0.8) make output more random, lower values (e.g., 0.2) make it more focused and deterministic.
Max Output Tokens	Maximum number of tokens to generate in the response.
Top K	Limits token selection to the K most likely next tokens.
Top P	Limits token selection to tokens with cumulative probability less than P.
Safety Settings	JSON string defining safety settings for content generation.
Extra Parameters	Extra parameters to pass to the API.
Connection	Select a Google Gemini connection.

Upload File

Uploads a file asynchronously to the Gemini API.

Input	Comments	Default
File	The file to upload.
File Name	The name of the file to get.
Display Name	The display name of the file.
Connection	Select a Google Gemini connection.