AI Built-in your browser by Victor - GDE

gdgsurrey 0 views 42 slides Oct 10, 2025
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About This Presentation

In this session we will learn together the easiest way to get started with AI models, directly in your browser thanks to the new built-in AI in google chrome ( https://developer.chrome.com/docs/ai/built-in ).

We will learn, through live examples and demos how to use the writer, rewriter, translatio...


Slide Content

GDG Surrey
Víctor Sánchez Belmar
GDE in Web Technologies
AI is now
built-IN your
browser!

What are we covering today?
●AI local models… yes! But… why?
●Chrome built-in AI
●7 APIs!
●A lot of hands-on demos!

GDG Surrey
AI everywhere?
maybe… but not for
everyone!

Running your own local
models was already
possible but it was not
easy, until now!

The issues…
●Explosion of local LLMs ‘systems’
●Complex setups (models, weights, quantization)
●HW requirements (drivers, compatibility, etc.)
●Security (trusted sources, sandboxing, data access)

The next big news in
AI will be really
small!
Small local,in-device
models are the next
BIG thing…
GDG Surrey

Browsers are the great equalizer
●Easy access
●Extremely large user base
●Ideal for both consumer devices and integrated
systems.
●This has worked before! (tensorflowJS)

Why would you run your models locally?
Privacy Faster UX Offline

Let chrome
do the heavy
lifting…

Let chrome pick the right expert for the task…
?????? ?????? ?????? ✍ ?????? ✅
Language
Detector
Translator Writer Rewriter ProofreaderSummarizer
Or not…
??????
Prompt
API

Current API statuses
https://developer.chrome.com/docs/ai/built-in-apis

Requirements
⚙ System & Hardware
●Chrome 138 + required (some APIs start from 137 for
Origin Trials)
●Supported OS: Windows 10/11, macOS 13 (Ventura)+,
Linux, ChromeOS (Chromebook Plus)
●≥ 22 GB free disk space, ≥ 4 GB VRAM, unmetered
network recommended

Requirements
chrome://flags/#writer-api-for-gemini-nano

chrome://flags/#rewriter-api-for-gemini-nano

chrome://flags/#proofreader-api-for-gemini-nano

chrome://flags/#prompt-api-for-gemini-nano

Feature detection

Model availability

Translator availability

Model download
*translator options will require source/target language too.

What can these
APIs do?
GDG Surrey

Language Detector

-Detect a language without external models.
-Ideal to identify and download the right
translator or correctly tag users posts.

Language Detector
https://developer.chrome.com/docs/ai/language-detection

Translator

-Incredibly powerful translator models for quick
offline use.
-One model per language pair
-Works best in combination with language
detector
-1 shot translation or streaming available

Translator
https://developer.chrome.com/docs/ai/translator-api

Summarizer
-Versatile summaries with the following options:

Summarizer
https://developer.chrome.com/docs/ai/summarizer-api

Writer

-Support users in creating new text given
existing context.
-Useful for reviews, blogposts, idea generation
both in short and long form.

Writer
https://developer.chrome.com/docs/ai/summarizer-api

ReWriter

-Support users in rewriting existing test with
different parameters, specially tone.
-Ideal to make existing content fit new
audiences or contexts

ReWriter
https://developer.chrome.com/docs/ai/rewriter-api

ProofReader

-Implement correction in user input for
grammar, punctuation and spelling.
-It is able to label each one of the changes
-Provides explanations for the mistakes
-Grammarly as an expert model!

ProofReader

ProofReader
-Results formatted as:

Language Model

-Everything gemini nano can do (including
multimodal input).
-Data extraction, ai-search, customization,
explanations, interaction, generation, etc…

Language Model

Language Model

Language Model
Multimodal

GDG Surrey
Let’s have some fun!
DEMO TIME

Ask me anything!
…or later at @VictorSanchez
Q/A

GDG Surrey
Víctor Sánchez Belmar
GDE in Web Technologies
Thank you!
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