---
title: "Auto-Title Generation — Local, Private LLM in Your Browser | AgentRQ"
url: https://agentrq.com/features/auto-title-generation
description: "AgentRQ names your task from its description using a small LLM that runs entirely in your browser — no server round-trip, no data leaves your device."
---

Human-in-the-Loop Task Manager for AI Agents

[AgentRQ](https://agentrq.com/) / [Features](https://agentrq.com/features/)

Auto-Title Generation

# A Private LLM Living in Your Tab

Write your task description, click the sparkle, and a small language model — downloaded once and cached by your browser — reads it and writes the title. No API call, no server, no data leaving your machine.

app.agentrq.com/workspaces/.../tasks/new

Live capture from the AgentRQ app — description in, generated title out, entirely client-side.

## How It Works

Three steps, all of them inside your browser tab.

1

### Write 5+ Characters

Once your task description passes five characters, the sparkle button appears next to the title field — it stays hidden the rest of the time so it never gets in your way.

2

### First Use Downloads the Model

The first time you click the sparkle, your browser fetches a small model via `@huggingface/transformers` and shows real download progress — "Loading AI Model... 42%". After that, it's cached.

3

### Instant Titles After That

Every generation after the first is local inference — no network round-trip. Edit the generated title any time; typing over it simply overrides the suggestion.

## Nothing Hidden, Nothing Sent Out

Because the model runs in a Web Worker inside your tab, the field shows you exactly what state it's in — Loading AI Model... N% during first-time download, then Generating title... while it's inferring. There's no black box spinner hiding a server call.

Your task description — which may include internal file paths, hostnames, or credentials-adjacent context — never leaves the browser to produce a title suggestion.

![AgentRQ generating a task title locally](https://agentrq.com/assets/feature-auto-title-generating.png)

Free During Beta

## Stop Naming Your Own Tasks

Sign up, create a workspace, and let the sparkle button do it for you.

More Features

[Speech-to-Text Dictate tasks by voice, on desktop and mobile](https://agentrq.com/features/speech-to-text) [Visual Task Board Your command center for every agent request](https://agentrq.com/features/task-board) [Tool Call History A searchable trajectory of every tool call in a run](https://agentrq.com/features/tool-call-history)