Gists

Abstract

This report proposes a novel learning method using Gemini to automate Q&A generation, addressing the challenges of manual Q&A creation. By integrating with Google tools, this approach aims to enhance learning efficiency, accessibility, and personalization while reducing costs.

Introduction

Mastering a new subject often demands a significant time commitment. A proven strategy for efficient learning is through question-and-answer (Q&A) practice. This method typically involves constructing a dataset of pertinent Q&A pairs and subsequently engaging in repeated practice until desired proficiency levels are achieved. While platforms such as Google Forms and Google Apps Script can streamline the Q&A creation and evaluation process, the manual generation of Q&A data remains a time-consuming and expensive endeavor. Minimizing the operational costs associated with scripting is crucial for long-term sustainability.

GeminiWithFiles was updated to v2.0.1

• v2.0.1 (August 4, 2024)

  1. From this version, codeExecution can be used. Ref

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

UnlockSmartInvoiceManagementWithGeminiAPI was updated to v1.0.3.

• v1.0.3 (August 3, 2024)

  1. On August 3, 2024, I upated GeminiWithFiles (https://github.com/tanaikech/GeminiWithFiles). In this version, PDF data can be processed with Gemini API without async/await. So, I updated UnlockSmartInvoiceManagementWithGeminiAPI.

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

GeminiWithFiles was updated to v2.0.0

• v2.0.0 (August 3, 2024)

  1. From this version, the following changes were made.
  • PDF data can be directly used. Ref By this, PDFApp is not required to be used. By this, the script can be used without async/await.
  • As the default, functions: {} is used. So, the default function calling was removed. Because in the current stage, JSON output can be easily returned using a JSON schema and response_mime_type. Ref Ref
  • The default model was changed from models/gemini-1.5-pro-latest to models/gemini-1.5-flash-latest.
  • The export values with exportTotalTokens were changed. After v2.x.x, when this is true, the object usageMetadata including promptTokenCount, candidatesTokenCount, totalTokenCount is exported. At that time, the generated content and usageMetadata are returned as an object.
  • After v2.x.x, the large files can be uploaded to Gemini. This is from this respository and this post.

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

Gists

Abstract

Gemini API now enables direct PDF processing for content generation, eliminating image conversion and reducing costs. This report provides a sample script to demonstrate this new capability and its potential applications.

Introduction

Gemini API has recently introduced the ability to directly process PDF data for content generation, significantly enhancing its capabilities. Previously, to utilize PDF data for content creation, it was necessary to convert each PDF page into a separate image format. This time-consuming and resource-intensive process has been eliminated, resulting in substantially reduced processing costs.

Gists

Description

Great news for fans of both Google Docs and Markdown! Google Docs recently acquired the ability to export documents directly into the markdown format. Ref

This functionality extends beyond the user interface, with early indications suggesting the Google Drive API might also be capable of converting between Google Docs and Markdown. I confirmed that this could also be achieved by Drive API. This opens exciting possibilities for automated workflows.

UnlockSmartInvoiceManagementWithGeminiAPI was updated to v1.0.2.

• v1.0.2 (July 23, 2024)

  1. On July 23, 2024, I noticed that PDF data could be directly parsed by Gemini API. It is considered that this is due to the update by the Google side. So, I updated setBlobs([blob], true) to setBlobs([blob], false) of the method parseInvoiceByGemini_. By this modification, the PDF blob is directly used with Gemini API. Ref

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

Gists

Abstract

Uploads in Google Apps Script are limited to 50 MB, hindering work with large datasets. This report introduces a script with uploadType=resumable to overcome this limit, enabling uploads over 50 MB to Gemini and other services.

Introduction

This report explores the limitations of data upload size using Google Apps Script and introduces a script to overcome these limitations. In the current stage, Gemini API can generate content using the uploaded data to Gemini. You can find more information on this in a previous report. Ref As mentioned in the report, Google Apps Script uses uploadType=multipart for uploading files. However, the maximum file size is limited to 5 MB with this method for Drive API. Ref While I confirmed that the Gemini API allows for uploading over about 20 MB with uploadType=multipart, Google Apps Script enforces a stricter 50 MB limit for both uploads and downloads. Ref This can be inconvenient when working with larger datasets, such as movie or text data, which often exceed this limit.

GeminiWithFiles was updated to v1.0.7.

• v1.0.7 (July 4, 2024)

  1. From this version, when doCountToken: true and exportTotalTokens: true are used in the object of the argument of geminiWithFiles, the total tokens are returned. In this case, the returned value is an object like {returnValue: "###", totalTokens: ###}. Ref

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

TriggerApp was updated to v1.0.3.

• v1.0.3 (June 26, 2024)

  1. The calculation for increasing the month was modified.
  2. A new scenario 8 was added. In scenario 8, you can see how to use the month-end. Ref

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