The File Search tool in the Gemini API now supports multimodal retrieval by adding support for Gemini Embedding 2. This update allows images, such as charts, product photos, and diagrams, to be natively indexed and searched in the same store as your text-based documents. This post covers how to use the File Search tool end-to-end: creating a store, uploading documents and images, querying with gro
Zulip is known for keeping conversations organized. Topic-based threads, clear context, and async-friendly discussions make it a favorite for technical and distributed teams. Unlike traditional chat apps, conversations in Zulip stay readable even as teams scale. Recreating this experience can be a bit difficult. Real-time messaging, user presence, inline comments, and notifications usually require
When you're working with data, one of the most common things your code does is search. Let's say you have a list of users, transactions, or even just numbers. How you search through that data can make the difference between Two of the most fundamental ways to search are linear search and binary search. They solve the same problem, but they behave very differently as your data grows.
I've built a lot of projects in Python, Go, and Rust.Because of that, I keep reusing the same kinds of code over and over: chunked pandas CSV processing health check endpoints retry wrappers validation helpers rate limiting small bits of glue code that are easy to forget and annoying to rewrite The problem is not that I don't have this code. The problem is that it is spread across a bunch of repos
Hi everyone, my name is P Swyom Sanjog. Welcome back to my blog—I hope you’re all doing well. Today, I’m bringing a new topic: Virtual DOM. Let’s understand what the Virtual DOM is in simple terms. We’ll cover key questions like what it is, why it’s used, and how it works. So, let’s get started! Virtual Dom So, let’s break down the topic into “Virtual” and “DOM.” Virtual means something that exi
Your phone will connect to the strongest tower it hears. It does not ask for ID first. It assumes trust, and that assumption is the entire problem. I first noticed this in 2019 outside a security conference in Las Vegas. My test Android dropped from LTE to 2G for 47 seconds, then returned to normal. No user notification. The baseband logs showed a cipher downgrade to A5/0, a location area code tha
TL;DR: Claude Desktop não suporta múltiplas contas nativamente. A solução é copiar o .app, modificar o wrapper de lançamento para apontar para um user-data-dir diferente, e re-assinar ad-hoc. O CLI continua único em ~/.claude/. Dois gotchas críticos: nunca altere CFBundleName no Info.plist (o Electron crasha) e remova CFBundleIconName se quiser ícone customizado (o macOS prioriza o Asset Catalog s
If this is useful, a ❤️ helps others find it. All tests run on an 8-year-old MacBook Air. A Tauri app has two threads that matter: the main thread (UI) and whatever tokio spawns. Block the main thread and the UI freezes. Block for too long in a command and the frontend times out. Here's how I keep things responsive in practice. Never do blocking work in a #[tauri::command] without async. // Bad —