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Generate Chat Completion Using Gemini

RCA.Activities.AIServices.GenerateChatCompletionUsingGemini

Description​

The Generate Chat Completion Using Gemini activity generates a chat completion response using a Google Gemini model based on user prompts and conversation history. This activity must be used inside an AI Scope with Provider Type set to GoogleGemini.

chat-ge (* is mandatory)

In the body of activity​

  • Prompt - The input prompt used to generate the Gemini chat completion.
  • File Path - Optional file path used as input for generation.
  • Image - The image object used to generate the Gemini chat completion.

Properties​

Common

  • Continue On Error (Boolean) - A Boolean variable has two possible values: True or False
    - True : allows the rest of the process to continue the execution even an error occurs within the activity.
    - False : blocks the process from continuing the execution.
  • Timeout MS (Int32) - The maximum amount of time (in milliseconds) to wait for the activity to complete before an error is thrown. Default value: 30000 (milliseconds).
    E.g: 30000

Input

  • File Path (String) - Path for the file used to generate completion, including common image files (JPEG, PNG, WEBP) and document files (PDF, TXT).
  • Image (Image) - The input image object used for chat completion.
  • Prompt (String)* - The input prompt for the Gemini chat completion.

Options

  • Candidate Count (Int32?) - Number of generated responses to return. If unset, defaults to 1.
  • Instruction (String) - Instruction for the AI model to follow throughout the conversation. It is added once at the beginning of the AI Scope conversation history.
  • Max Output Tokens (Int32) - Maximum number of tokens that can be generated in the response. Default value: 1920.
  • Stop Sequences (String[]) - Up to 5 character sequences that stop output generation.
  • Summarization Message Threshold (Int32) - Message count threshold that triggers conversation summarization. Default value: 15.
  • Summarization Token Threshold (Int32) - Token threshold that triggers conversation summarization to save tokens for future turns. Default value: 3000.
  • Temperature (Double?) - Controls the randomness of the output. Specify a value between 0.0 and 2.0. Defaults to 1.0.
  • Top K (Int32?) - Number of highest probability tokens to consider for the next token.
  • Top P (Double?) - The cumulative probability of tokens to consider when sampling. Specify a value between 0.0 and 1.0. Defaults to 1.0.

Output

  • Full Response (JObject) - The full response from the service.
  • Result (String) - The result of the chat completion.

Misc

  • Public (Checkbox) - Check if you want to public the activity. Remember to consider data security requirement before using this property.
  • Display Name (String) - The name of this activity. You can edit the name of the activity to organize and structure your code better.
    E.g: Generate Chat Completion Using Gemini