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AI Assistant Setup Guide

Set up an on-device AI assistant that runs entirely on your phone. No cloud, no subscriptions, no data leaves your device.

What is the AI Assistant?

The AI Assistant in Fast Memo is powered by Qwen 2.5, an open-source language model that runs entirely on your device. It helps you write, organize, and manage your notes with smart actions like title generation, summarization, text formatting, and more.

  • 100% Private

    All AI processing happens on your phone. No data is sent to external servers, ever.

  • Works Offline

    Once the model is downloaded, the AI works without an internet connection.

  • Completely Free

    No subscriptions, no API keys, no hidden costs. The AI runs locally on your device.

Available Models

Fast Memo supports four different model sizes. The app automatically detects your device's RAM and disables models that exceed your device's capacity.

Qwen 2.5 0.5B

Min. RAM
2 GB
Context
2K tokens
Best for
Quick actions

Qwen 2.5 1.5B

Min. RAM
3 GB
Context
4K tokens
Best for
Balanced use

Qwen 2.5 3B

Min. RAM
5 GB
Context
8K tokens
Best for
Better quality

Qwen 2.5 7B

Min. RAM
8 GB
Context
16K tokens
Best for
Code analysis

How to Set Up

  1. Open Settings

    Go to Settings in Fast Memo and find the AI Assistant section.

  2. Choose a model

    Select the model that matches your device's capabilities. Models that require more RAM than your device has will be shown as disabled.

  3. Download the model

    Tap the download button. Larger models (7B) use multi-part downloads to avoid issues with large files. A Wi-Fi connection is recommended.

  4. Start using AI actions

    Open any note and look for the AI button in the editor. Tap it to see all available actions for your note type.

Available AI Actions

The AI Assistant offers contextual actions depending on the type of note you are editing. Actions that require a larger model show a minimum size label.

Generate Title

Automatically generates a relevant title based on the content of your note.

Summarize

Creates a concise summary of your note's content.

Continue Writing

Generates a natural continuation of your text based on context.

Format Text

Detects and improves the structure of your text without altering its meaning.

Suggest Checklist

Generates checklist items based on the content of your to-do note.

Suggest Category

Recommends the most appropriate category for your note based on its content.

Explain Code

Provides a detailed explanation of selected code snippets in code notes.

Requires 7B model

Add Comments

Automatically adds inline comments to your code for better documentation.

Requires 7B model

Tips & Best Practices

  • Start with the 0.5B model if your device has less than 4 GB of RAM. You can always upgrade later.
  • Download models on Wi-Fi to avoid mobile data usage. The 7B model is approximately 4 GB.
  • The AI works best with notes that have some existing content. Write a few sentences before using summarize or continue writing.
  • Code-specific actions (Explain Code, Add Comments) require the 7B model and only appear in Code notes.