Browser AI Tasks & Capabilities
Learn how to run AI tasks entirely in the browser. Guides for embeddings, classification, translation, summarization, and more.
Articles
Guides & insights
Models
Browser AI models
Tasks
AI capabilities
Comparisons
Tool comparisons
Use Cases
Industry solutions
Compatibility
Browser support
May 15, 2026
Document QA in the Browser
Ask questions about document images - forms, receipts, charts, and reports - using Florence-2 or Donut in the browser.
May 13, 2026
Extractive Question Answering in the Browser
Answer questions by finding the exact answer span in a given context passage - fast, accurate, hallucination-free.
April 23, 2026
Fill-Mask (Masked Language Modeling) in the Browser
Predict missing words in text using ModernBERT - for autocomplete, data augmentation, and text understanding.
May 15, 2026
Image Captioning in the Browser
Generate natural language descriptions of images using Florence 2 - entirely in the browser.
May 11, 2026
Image Classification in the Browser
Classify images into categories using ViT - identify objects, scenes, and content types in the browser.
April 24, 2026
Image Segmentation in the Browser
Classify every pixel in an image into semantic categories - roads, buildings, people, sky - using SegFormer.
April 22, 2026
Image-to-Image (Super Resolution) in the Browser
Upscale and enhance images using transformer-based super resolution - 2x and 4x upscaling in the browser.
April 3, 2026
Machine Translation in the Browser
Translate text between languages using dedicated translation models or Chrome Built-in AI - offline and private.
April 18, 2026
Multimodal Embeddings (CLIP/SigLIP) in the Browser
Embed text and images into a shared vector space - search photos with words, find similar images, cross-modal retrieval.
May 17, 2026
Named Entity Recognition (NER) in the Browser
Extract named entities - people, organizations, locations, and more - from text automatically in the browser.
May 4, 2026
Object Detection in the Browser
Detect and locate objects in images with bounding boxes using D-FINE - just ~4.5MB for 80 object categories.
April 16, 2026
Optical Character Recognition (OCR) in the Browser
Extract text from images using TrOCR, GLM-OCR, and LightOnOCR-2 - process receipts, documents, tables, and formulas in the browser.
May 4, 2026
Search Reranking in the Browser
Re-score and reorder search results using a cross-encoder model for dramatically better retrieval precision.
May 2, 2026
Speech-to-Text in the Browser
Transcribe spoken audio to text in real-time using Moonshine models - entirely offline, entirely private.
May 13, 2026
Text Classification in the Browser
Classify text into categories - sentiment analysis, topic detection, intent recognition, and content moderation.
April 25, 2026
Text Embeddings in the Browser
Convert text into semantic vector representations for similarity search, clustering, and RAG pipelines.
April 28, 2026
Text Generation (LLM Chat) in the Browser
Generate text, answer questions, and have conversations using local LLMs running entirely in the browser.
April 15, 2026
Text Summarization in the Browser
Condense long documents into concise summaries using DistilBART or Chrome Built-in AI.
April 20, 2026
Text-to-Speech in the Browser
Generate natural-sounding speech from text using Kokoro - phonemizer-backed synthesis with 29 English voices, speed control, and streaming playback in the browser.