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Here introduces a new Gemini CLI extension that integrates File Search feature. This tool establishes a fully managed Retrieval-Augmented Generation (RAG) system directly on the command line. The extension is designed to simplify the use of the Gemini API’s File Search, a powerful new feature that enables RAG grounded in personal or proprietary knowledge bases. While the underlying API requires scripting, this Node.js-built CLI extension allows users to seamlessly manage File Search stores and generate context-aware content grounded in their private documents without having to leave the terminal interface.

Gists Abstract This article introduces a Gemini CLI extension that integrates File Search feature. This tool provides a fully managed Retrieval-Augmented Generation (RAG) system directly in your command line, enabling content generation grounded in your private documents and data. Introduction The Gemini API recently introduced File Search, a powerful feature that enables Retrieval-Augmented Generation (RAG) using your own documents as a knowledge base. This allows you to generate content grounded in personal or proprietary information.

Gists Abstract This article guides you through establishing a modern, cloud-based development workflow for Google Apps Script. Learn to leverage Google Cloud and Firebase Studio with powerful tools like the Gemini CLI and gas-fakes to build, test, and deploy your automations with enhanced efficiency and security. Introduction Google Apps Script is primarily designed to be created in a cloud-based script editor and run on the cloud. However, using Google Apps Script on various cloud platforms opens up the possibility of wider application development due to its high compatibility with each platform’s features.

Gists Abstract This article explores the evolution of Google Apps Script (GAS) development, focusing on the powerful capabilities unlocked by the gas-fakes CLI. Discover how to seamlessly integrate your local development environment with GAS, enabling you to use local files, execute scripts without uploading, and build a more efficient, modern workflow. Introduction Google Apps Script is a versatile platform that continues to evolve. A significant leap forward in its development is the ability to work with GAS projects locally, a paradigm shift driven by Bruce McPherson’s gas-fakes.

GitHub Abstract This article introduces a powerful method for developing and testing Google Apps Script (GAS) locally. By leveraging the gas-fakes library, you can build a secure, local Model Context Protocol (MCP) server, enabling the creation of AI-powered tools for Google Workspace automation without deploying to the cloud. Introduction gas-fakes, developed by Bruce McPherson, is an innovative library that enables Google Apps Script (GAS) code to run directly in a local environment by substituting GAS classes and methods with their corresponding Google APIs.