Automate publication of your script from development to production easier.
This post by Stéphane Giron provides a CI/CD solution for Google Apps Script, which makes it easy for you to automate the deployment of Apps Script code from a development version to production. The solution uses the Apps Script API to manage versions and streamline the code copying process.
Stéphane has previously created a backup solution for Google Apps Script code, but it lacked version control and multi-file support. This new CI/CD solution addresses these limitations by using the Apps Script API to handle version management and the publication process.
The post includes the necessary code and configuration for implementing this solution. To use this solution you will need to enable the Apps Script API and as well as setting up your project with a standard Google Cloud Platform (GCP) Project.
As a bonus the solution also allows you the option of restoring previous versions of your deployed script, providing a rollback mechanism in case of errors or issues. This solution is lighter weight than other CI/CD setups featured in Pulse, but is easier to set up, providing a practical approach to implementing CI/CD for Google Apps Script projects and enhancing code management and deployment processes.
If your automations are not being triggered by Google Form submissions, Pablo Felip’s tip is it could be because your Google Workspace Admin has turned on AppSheet Core Security.
Use Google Apps Script to automate actions on Bluesky Social using their API.
I’ve largely given up on X (formerly Twitter) and there are now numerous alternatives including Bluesky Social. If you would like to automate posting and getting messages from Bluesky Stéphane Giron provides a guide on how to communicate with Bluesky Social API using Google Apps Script. It includes detailed steps on how to obtain an app password, authenticate with Bluesky, retrieve messages for a user, and post a new message. The post also includes code snippets for each step, making it easy if you want to modify this integration to your own needs.
Create a Chatbot answering user questions based on your documents. RAG implementation with multiturn using Vertex AI Search and Apps Script
More GenAI, this time from Stéphane Giron looking at how Apps Script can be used to provide the glue for a Google Chat app powered by Vertex AI Search. In this example you can see how unstructured data like PDF documents can easily be uploaded to a Cloud Storage folder, which then become the knowledge base for the Chat app. The post includes a Google Apps Script snippet for sending messages to the Vertex AI Search API as well as instructions on how to create the chatbot, including how to import data into Vertex AI Search and how to integrate the chatbot into Google Chat.
The post is a great summary of what is possible when combining Google Chat and Vertex AI Search. If you are interested in finding out more about what is possible using Vertex AI Search with follow-ups Google provide a comprehensive guide.
Building a Support AI Assistant for Google Workspace using Apps Script, Gen AI, and Google Chat.
This post from Stéphane Giron highlights one approach for improving responses from LLMs by integrating Google Custom Search Engine responses into the prompt. In this example Stéphane used Google Apps Script to power the AI Assistant, integrating with Google Chat for the user interface and Cloud Functions to reformat data.
This post is another example of the ‘power of the prompt’ and how LLM prompting strategies are a very effective way to utilise LLMs without having to ground or fine tune. If you are interested in understanding more here is a useful notebook produced by Michael W. Sherman which illustrates two powerful LLM prompting strategies: Chain of Thought and ReAct (Reasoning + Acting).
Who takes the notes ? Simple question we always ask at the begining of the meeting, maybe it will be over in a near future with Generative AI. Using Meet recording, included in the Google Workspace licences, we can generate the transcript of the meeting with Google Speech to Text API and then generate the minutes.
Lots of chatter around ‘Gen AI’, but cutting through the hype and, in particular, the Platform-As-A-Service opportunities created with generally available Large Language Models (LLM) opens lots of new doors for Workspace Developers.
This example from fellow Google Developer Expert, Stéphane Giron, is an area I think has the most potential, using LLMs in Google Workspace Add-ons such as Gmail, Docs, Calendar etc. With Google’s Vertex AI LLMs there is really opportunity to create powerful solutions whilst preserving data sovereignty. Exciting times!
Have you ever wished for a personal assistant who could give you a quick summary of your day’s events while you’re busy getting ready in the morning? I worked on a Google Apps Script that does just that! By collecting events from in Google Calendar, generating a summary using ChatGPT, and creating a voice file with Google Text to Speech, the script will send a daily summary straight to their Google Chat Spaces.
Not surprising given the current interest in generative AI to see more examples emerging from the Google Workspace developer community. This latest example comes from Stéphane Giron who shares how he is able to recreate some Google Assistant functionality with Google Apps Script and calls to the ChatGPT and Google Cloud Text to Speech services. All the main code snippets from this project are available in the source post link.
Image credit: Full diagram of invoice automation in Gmail with Document AI and Apps Script – Stéphane Giron
Tired of manually managing your invoices in Gmail? Say goodbye to the hassle and hello to efficiency with Document AI and Apps Script.
There is a lot of buzz around generative AI, but it’s also worth remembering Google have a well established service offer in other forms of AI, the Document AI being one example of this. This post from Stéphane Giron highlight an Apps Script based workflow for analysing invoices attached to Gmail messages using the Document AI. There is a bit to setup in a Cloud project to get this working and as a paid for service costs to consider. Further information on this and all the code you need to get started are included in the source post.
Validate addresses using Google Maps Address Validation and Apps Script. Discover onleeaddress the add-on for Google Workspace.
I missed the announcement in November 2022 that there is a new Google Maps Address Validation API. I also missed this post from Stéphane Giron showing how you can use the Address Validation API in Google Apps Script.
The concept is simple, you provide the Address Validation API with what you think is a correct address and the API returns information on each component of the address and additional metadata. Visit the source post for more details on setup and some example code.
Get security and peace of mind by backing up your Google Apps Script files to Google Docs and trigger for continuous backup.
We’ve featured a couple of methods for restoring Google Apps Script code in Pulse, but most of these rely on recovering a deployed version of the script. Stéphane Giron wields his Apps Script hammer and skilfully demonstrates how you can use Google Docs and it’s built-in version history as a way of keeping a backup copy of your code.
