Home
Favorites'/%3e%3cpath%20d='M36.2522%2031.9997V57.4062C17.2521%2068.3768%2014.2492%2066.6426%2014.25%2044.7027L36.2522%2031.9997ZM36.2522%206.5938V31.9997H50.8786L58.2553%2019.2974C58.2562%20-2.64258%2055.2523%20-4.37691%2036.2522%206.5938Z'%20fill='url(%23paint1_linear_40000384_16541)'/%3e%3cpath%20d='M58.257%2019.2969L36.2538%2031.9992L14.2507%2019.2969C-4.75024%2030.2661%20-4.75024%2033.7324%2014.2507%2044.7017C33.2516%2055.6708%2039.256%2055.6708%2058.257%2044.7017C77.2579%2033.7324%2077.2579%2030.2661%2058.257%2019.2969Z'%20fill='url(%23paint2_linear_40000384_16541)'/%3e%3cpath%20d='M58.2539%2044.7026L36.2518%2031.9996L28.9103%2019.2967L36.2518%206.59375C55.2507%2017.5639%2058.253%2022.764%2058.2539%2044.7026Z'%20fill='url(%23paint3_linear_40000384_16541)'/%3e%3cpath%20d='M14.25%2044.7026L36.2522%2031.9996V6.59375C17.2532%2017.5639%2014.2509%2022.764%2014.25%2044.7026Z'%20fill='url(%23paint4_linear_40000384_16541)'/%3e%3cdefs%3e%3clinearGradient%20id='paint0_linear_40000384_16541'%20x1='58.2539'%20y1='44.8665'%20x2='14.2486'%20y2='44.8665'%20gradientUnits='userSpaceOnUse'%3e%3cstop%20stop-color='%23FE6767'/%3e%3cstop%20offset='1'%20stop-color='%23F5AD05'/%3e%3c/linearGradient%3e%3clinearGradient%20id='paint1_linear_40000384_16541'%20x1='14.25'%20y1='44.1541'%20x2='58.2543'%20y2='44.1541'%20gradientUnits='userSpaceOnUse'%3e%3cstop%20stop-color='%230471C4'/%3e%3cstop%20offset='1'%20stop-color='%230BCB9B'/%3e%3c/linearGradient%3e%3clinearGradient%20id='paint2_linear_40000384_16541'%20x1='0'%20y1='32.0955'%20x2='72.5077'%20y2='32.0955'%20gradientUnits='userSpaceOnUse'%3e%3cstop%20stop-color='%23FCDA2E'/%3e%3cstop%20offset='1'%20stop-color='%2342F098'/%3e%3c/linearGradient%3e%3clinearGradient%20id='paint3_linear_40000384_16541'%20x1='58.2539'%20y1='44.7026'%20x2='14.25'%20y2='44.7026'%20gradientUnits='userSpaceOnUse'%3e%3cstop%20stop-color='%23FE6767'/%3e%3cstop%20offset='1'%20stop-color='%23F5AD05'/%3e%3c/linearGradient%3e%3clinearGradient%20id='paint4_linear_40000384_16541'%20x1='14.25'%20y1='44.7026'%20x2='58.2546'%20y2='44.7026'%20gradientUnits='userSpaceOnUse'%3e%3cstop%20stop-color='%230471C4'/%3e%3cstop%20offset='1'%20stop-color='%230BCB9B'/%3e%3c/linearGradient%3e%3c/defs%3e%3c/svg%3e)
What's New
At Tonita, we're actively building a whole bunch of features to delight our users, and are constantly working to improve the quality and speed of our systems. Stay tuned!
February 5, 2026v0.0.52
Fixed welcome screen scroll on certain desktop devices
Cleaner product grid UI
February 3, 2026v0.0.51
Easier navigation/discovery options for broad queries
A smooth new scroll experience for product grids
January 20, 2026v0.0.50
Faster results
January 5, 2026v0.0.49
New products indexed
December 30, 2025v0.0.48
New products indexed
Added a retry mechanism for reranking timeout errors
December 23, 2025v0.0.47
New products indexed
Enhanced the efficiency of the carousel scrolling
December 11, 2025v0.0.46
Initial support for color variants of products
Fixed issues with visual similarity search
December 2, 2025v0.0.45
Improved the look and feel of the side navigation
Added support for 'dark mode'
November 25, 2025v0.0.44
Fixed bug where queries from browser extension created duplicate messages
November 25, 2025v0.0.43
Added new 'Recently Viewed' section to the app
Added toast notifications to communicate errors and warnings
Enhanced product similarity search using product URLs
November 20, 2025v0.0.42
New tutorial system for guiding users through the app
November 17, 2025v0.0.41
New ranking model for improved search relevance
More bugfixes related to Virtual Try-On
October 27, 2025v0.0.40
Fixed bugs related to Virtual Try-On
Fixed bugs related to loading history and favorites
October 24, 2025v0.0.39
Introducing Virtual Try-On
Fixed bugs related to favorites
October 20, 2025v0.0.38
Fixes for recently-observed awkward assistant behavior
Fixed randomly-occurring infinite hangs
October 9, 2025v0.0.37
More stores and products indexed
Added 'Favorites' feature
Fixed jittery app feel
October 1, 2025v0.0.36
Revamped suggestions on home page
Eliminated blurry images on product cards
Fixed 'flicker' effect when scrolling through a product grid
September 30, 2025v0.0.35
Bug fixes related to multiple choice questions
September 26, 2025v0.0.34
Bunch of UI improvements
September 19, 2025v0.0.33
Several more products and sellers
Improved handling of brand/seller constraints
Continued UI improvements
September 12, 2025v0.0.32
Many more items from many more stores
Robust seller/brand constraints through natural language
Fresh new design and revamped user experience
August 21, 2025v0.0.31
Improvements in search relevance
June 11, 2025v0.0.30
Revamped review summaries on product-detail pages
June 3, 2025v0.0.29
A new look for the landing page!
June 2, 2025v0.0.28
Several new stores and products indexed
May 15, 2025v0.0.27
Faster loading of review summaries on product-detail pages
Better handling of brand/seller constraints
May 8, 2025v0.0.26
Improved strategies for blending relevance/diversity/ratings/availability
May 6, 2025v0.0.25
Faster reranking models
Apr 30, 2025v0.0.24
Further improvements in search latency
Updated retrieval models
Apr 14, 2025v0.0.23
Improved search latency
A fresh set of suggested starter messages
Apr 1, 2025v0.0.22
Many more stores and products indexed
Mar 24, 2025v0.0.21
Better handling of price constraints
Mar 21, 2025v0.0.20
More items, more stores
Continued improvements to visual similarity
Mar 13, 2025v0.0.19
Improvements in search latency
Improved visual similarity
Mar 5, 2025v0.0.18
More robust conversational agent
Some bugs fixed
Mar 3, 2025v0.0.17
Improved visual search
Feb 27, 2025v0.0.16
A new conversational AI model
A snappier feel
Feb 20, 2025v0.0.15
More stores and products indexed
Improvements in latency
Feb 6, 2025v0.0.14
More stores and products indexed
Improved results for color-based queries
Jan 17, 2025v0.0.13
AI summaries on the product details page redesigned
Dec 20, 2024v0.0.12
Significantly more stores and products indexed
New models for text and image retrieval
Dec 6, 2024v0.0.11
Rich UI with substantially larger result set
Gallery view for browsing result set
Progress bar with constant status updates
Nov 27, 2024v0.0.10
Increased coverage for apparel and accessories
Upgraded our models for better search quality
Added reviews and ratings for certain products
Results include sale prices for many products