Semantic Search using Corpus of Gemini API with Google Apps Script

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Semantic Search using Corpus of Gemini API with Google Apps Script

Description

In the current stage, v1beta of Gemini API can use the corpora. Ref When the corpora are used, the values can be searched with the semantic search. In the current stage, 5 corpora can be created in a single project. And, each corpus can have 10,000 documents and 1,000,000 chunks. In this report, I would like to introduce a method for achieving the semantic search using the corpora with Google Apps Script.

Flexible Labeling for Gmail using Gemini Pro API with Google Apps Script Part 2

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Flexible Labeling for Gmail using Gemini Pro API with Google Apps Script Part 2

Description

I have published “Flexible Labeling for Gmail using Gemini Pro API with Google Apps Script” on December 19, 2023. Today, I published “Categorization using Gemini Pro API with Google Apps Script”.

In this report, as part 2, I would like to introduce 2 sample scripts for flexible labeling for Gmail using the semantic search and the function calling of Gemini Pro API with Google Apps Script.

Categorization using Gemini Pro API with Google Apps Script

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Categorization using Gemini Pro API with Google Apps Script

Abstract

This report explores using the Gemini Pro API with Google Apps Script to achieve flexible data categorization.

Introduction

The recent release of the LLM model Gemini as an API on Vertex AI and Google AI Studio opens a world of possibilities. Ref and Ref I believe Gemini API significantly expands the potential of Google Apps Script and paves the way for diverse applications. In this report, I present the flexible categorization of data using Gemini Pro API with Google Apps Script.

Semantic Search using Gemini Pro API with Google Apps Script

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Semantic Search using Gemini Pro API with Google Apps Script

Abstract

Gemini API unlocks semantic search for Google Apps Script, boosting its power beyond automation. This report explores the result of attempting the semantic search using Gemini Pro API with Google Apps Script.

Introduction

The recent release of the LLM model Gemini as an API on Vertex AI and Google AI Studio opens a world of possibilities. Ref and Ref I believe Gemini API significantly expands the potential of Google Apps Script and paves the way for diverse applications. In this report, I present a result for attempting the semantic search using Gemini Pro API with Google Apps Script.

Creating Dining Reservation System using Google Apps Script

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Creating Dining Reservation System using Google Apps Script

Abstract

Google Apps Script automates tasks (even offline) and builds web apps using spreadsheets as databases. This report presents a basic dining reservation system to illustrate key aspects of web app development with Apps Script, HTML, and Javascript.

Introduction

Google Apps Script is one of the powerful automation tools for achieving the automation process. When Google Apps Script can be used for the situation, even when users are away from their computers, automation can continue thanks to cloud computing. Also, Google Apps Script can manage Google Spreadsheet with Google Spreadsheet service and quickly deploy Web Apps with HTML and Javascript with minimal coding. Ref1 Ref2 When Google Spreadsheet is used as a database and the Web Apps are used as the user interface, various web applications can be created. In this report, in order to help understand the key aspects of building web applications with Google Apps Script, I would like to introduce a simple web application. Here, as a sample, the dining reservation system created by Google Apps Script, HTML, and Javascript is implemented as a web application.