Gists

Abstract

The Gemini API can now do semantic searches, going beyond content generation. This means it can understand the meaning of your search and provide better results, even if your words don’t exactly match the data. This report introduces the enhanced search capabilities of the Gemini API.

Introduction

The Gemini API expands its potential beyond content generation to encompass powerful semantic search capabilities. Searching existing data is crucial in various situations. However, before the introduction of generative AI, traditional search methods relied solely on keyword matching. Recent advancements in semantic search have introduced similarity search, allowing for a more nuanced understanding of queries. Combining this with the generative power of the Gemini API can significantly enhance the search results of existing data. This report explores the possibilities of enhanced search using the Gemini API.

CorporaApp was updated to v1.0.3.

• v1.0.3 (March 6, 2024)

  1. New method of getChunk was added. When this method is used, you can retrieve a single chunk using the resource name of chunk.

You can see the detail information here https://github.com/tanaikech/CorporaApp

Gists

Abstract

Google Apps Script automates tasks like managing protections in Google Spreadsheets. These protections control user access to specific cells. While scripts exist for this purpose, users still encounter challenges, prompting this report. The report aims to introduce techniques for managing protections using sample scripts, helping users understand and implement this functionality.

Introduction

Google Apps Script is a powerful tool that enables seamless management of Google Documents, Spreadsheets, Slides, Forms, APIs, and more. It is particularly effective for automating tasks within Google Spreadsheets. Google Spreadsheets offer cell protection capabilities, allowing you to define editable areas for different collaborators. Google Apps Script can effectively manage these protections. While online resources like Stack Overflow often feature questions related to spreadsheet protection, this report aims to introduce practical techniques through sample scripts. This will help users understand how to manage Google Spreadsheet protections using Google Apps Script.

Gists

Abstract

The Gemini API enables both content generation and semantic search, managing data effectively. This report introduces a Gemini-powered similarity viewer for easy visualization of complex text similarity scores, using Google Spreadsheet and Apps Script.

Introduction

The Gemini API unlocks new possibilities, extending its capabilities beyond content generation to encompass semantic search. Within this context, the API excels at efficiently managing data within corpora. While semantic search provides valuable similarity scores (chunkRelevanceScore) for text pairs, interpreting these numerical values can be cumbersome. This report addresses this challenge by introducing a novel similarity viewer, built upon the powerful trio of Gemini API, Google Spreadsheet, and Google Apps Script. This user-friendly tool allows us to visually represent the similarity of texts, transforming numerical data into an intuitive and easily digestible format.

CorporaApp was updated to v1.0.2.

• v1.0.2 (February 26, 2024)

  1. New method of setAccessToken was added. When this method is used, you can use the access token retrieved from the service account. Default access token is retrieved by ScriptApp.getOAuthToken().

You can see the detail information here https://github.com/tanaikech/CorporaApp

Gists

Updated on April 26

From this X and this blog, it seems that in the current stage, this situation can be resolved using Sheets API. The sample script of Google Apps Script is as follows. Before you test this, please enable Sheets API at Advanced Google services.

function myFunction() {
  // Please set your Spreadsheet ID.
  const spreadsheetId = "###";
  
  const requests = [{
    updateSpreadsheetProperties: {
      properties: { importFunctionsExternalUrlAccessAllowed: true },
      fields: "importFunctionsExternalUrlAccessAllowed"
    }
  }];
  Sheets.Spreadsheets.batchUpdate({ requests }, spreadsheetId);
}

As additional information, in this case, when importFunctionsExternalUrlAccessAllowed: true is modified to importFunctionsExternalUrlAccessAllowed: false, an error like Cannot set import functions external URL access allowed from true to false. occurs. It seems that when access is allowed once, this cannot be canceled.

Gists

Abstract

New Gemini API opens doors for developers to integrate its AI power into apps, potentially impacting education, healthcare, and business. The latest Gemini 1.5 brings even more features. This report showcases an image bot using Gemini as one example of its diverse applications. Showcasing its diverse application potential across various fields.

Introduction

The recent release of Gemini as an accessible API on Vertex AI and Google AI Studio empowers developers to integrate its vast capabilities into their applications, potentially revolutionizing fields like education, healthcare, and business. Adding even more powerful features with the recently announced Gemini 1.5, this tool promises even greater impact. Ref and Ref I believe Gemini significantly expands the potential for diverse applications across various fields. To showcase its potential, this report introduces an image bot using Gemini with Google Apps Script and Google Drive. This is just one example of the many compelling use cases developers can build with Gemini.

Gists

Abstract

Powerful AI tool Gemini’s API release (Vertex AI & Google AI Studio) opens doors for diverse applications. Its recent upgrade to version 1.5 boosts capabilities. This report demonstrates using simple Google Apps Script function calls to leverage Gemini’s power for both data retrieval and content generation.

Introduction

The recent release of the LLM model Gemini as an API on Vertex AI and Google AI Studio unlocks a world of possibilities. Ref Excitingly, Gemini 1.5 was just announced, further expanding its capabilities. Ref I believe Gemini significantly expands the potential in various situations and paves the way for diverse applications. Notably, the Gemini API can retrieve new data and generate content through function calls. In this report, I introduce the basic flow of function calling in the Gemini API using a simple Google Apps Script.

CorporaApp was updated to v1.0.1.

• v1.0.1 (February 16, 2024)

  1. New method of searchQueryWithGenerateAnswer was added.

You can see the detail information here https://github.com/tanaikech/CorporaApp

Gists

Abstract

New “semantic search” features in Gemini API help find desired information within its corpora. While using these features with Google Apps Script was complex, a new library simplifies the process. This report proposes using this library with Gemini-generated content to automate template processes in Google Docs and Slides, creating a more flexible workflow.

Introduction

The semantic search opens up a new wind for finding the expected values. Recently, the APIs for managing corpora have been added to Gemini API. Ref When the corpora of Gemini API is used, the semantic search can be effectively achieved. Ref However, when the corpora are tried to be used with Google Apps Script, the script is complicated cumbersome. To address this challenge, I have created a library for managing the corpora using Google Apps Script. Ref With this library, managing corpora becomes effortless, requiring only straightforward scripts.