The Gemini API traditionally required specific prompts for desired output formats. This report explores two new GenerationConfig properties: "response_mime_type" and "response_schema". These allow developers to directly specify formats like JSON, enhancing control and predictability. We analyze and compare the effectiveness of both properties for controlling Gemini API output formats.
Kanshi TANAIKE tanaikech
This is a simple sample script for adding the page numbers to PDF data using Google Apps Script.
When you use this script, please copy and paste the following script to the script editor of Google Apps Script. And, please set the file ID of the PDF file.
Leveraging Gemini 1.5 API for Automated Test Case Generation in Google Apps Script Reverse Engineering
This report examines leveraging Gemini 1.5 API with Google Apps Script to automate sample input creation during script reverse engineering. Traditionally, this process is manual and time-consuming, especially for functions with numerous test cases. Gemini 1.5 API's potential to streamline development by automating input generation is explored through applying reverse engineering techniques to Google Apps Script samples.
These are sample scripts in Python and Node.js for controlling the output format of the Gemini API using JSON schemas.
In a previous report, "Taming the Wild Output: Effective Control of Gemini API Response Formats with response_mime_type," I presented sample scripts created with Google Apps Script. Ref Following its publication, I received requests for sample scripts using Python and Node.js. This report addresses those requests by providing sample scripts in both languages.
This script demonstrates how to insert an animated GIF over cells in a Google Sheet using Google Apps Script.
I recently received a request to create a Google Apps Script for inserting animated GIFs into cells on a Google Sheet. I previously published a sample script on my blog on June 6, 2017. Ref In that script, the animation GIF was inserted using a public link. This new script leverages data URLs, which simplifies the process for using GIFs stored in Google Drive. Since this approach might be helpful to others, I'm sharing it here.
This report explores controlling output formats for the Gemini API. Traditionally, prompts dictated the format. A new property, "response_mime_type", allows specifying the format (e.g., JSON) directly. Testing confirms this property improves control over output format, especially for complex JSON schemas. The recommended approach is to combine a detailed JSON schema with "response_mime_type" for clear and consistent outputs.
Batch Processing Powerhouse: Leverage Gemini 1.5 API and Google Apps Script for Efficient Content Workflows
A new Google Apps Script library, "GeminiWithFiles", simplifies using the powerful Gemini 1.5 AI model. It lets users directly upload files for content generation or create descriptions for many images at once, making it much faster than prior methods. This is helpful for tasks involving large amounts of text or images.
Consolidate Scattered A1Notations into Continuous Ranges on Google Spreadsheet using Google Apps Script
Consolidate scattered cell references (A1Notation) in Google Sheets for efficiency. This script helps select cells by background color or update values/formats, overcoming limitations of large range lists.
The Gemini API generates different outputs depending on the prompts. This report explains how to use function calling in the new Gemini 1.5 API to control the output format (string, number, etc.) within a script during a chat session. This allows for more flexibility in using the Gemini API's results.
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