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we're working on a new photo search engine called Angles. it's focused on doing one thing well: finding photos + videos by visual similarity. here is raw, unedited footage of me going through my 80,000 photo camera roll in realtime with text-to-image search, image-to-image search, "find similar" inside of... a photo, and "live search" with the camera. all done with local models and completely private. auto-growing albums coming soon :-) Angles has been exceptionally useful for my friends who do creative work. when words fail to describe what you are looking for, you can simply tap on any asset and instantly see everything else like it across your entire library. we're in early beta - if you want access please send a DM to Patina Systems with your testflight email! i have spots available for another 50 peopleshow more

Tyler Angert

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157,231 views • 3 months ago •via X (Twitter)

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making perf testing fun: the reverse image search i built for Patina Systems is so fast we can literally search your library with a camera feed. it will embed each frame from the stream in ~10ms and finds the most similar photos in my last 20k photos in ~15-20ms, making realtime frame matching possible.

making perf testing fun: the reverse image search i built for Patina Systems is so fast we can literally search your library with a camera feed. it will embed each frame from the stream in ~10ms and finds the most similar photos in my last 20k photos in ~15-20ms, making realtime frame matching possible.

Tyler Angert

38,353 views • 11 months ago

Nano Banana is now live in Search, so you can use Lens & AI Mode to instantly transform photos with our latest image editing model. Here’s a guide to get you started: 1. Open Lens in the Google app for Android and iOS. 2. Tap the new Create mode — look for the yellow banana 🍌 3. Try a suggested prompt, like “make a photo booth pic of me.” 4. Or, snap a picture and describe the edits you’re looking for. 5. Use follow-ups to keep editing, or share the image with family and friends.

Nano Banana is now live in Search, so you can use Lens & AI Mode to instantly transform photos with our latest image editing model. Here’s a guide to get you started: 1. Open Lens in the Google app for Android and iOS. 2. Tap the new Create mode — look for the yellow banana 🍌 3. Try a suggested prompt, like “make a photo booth pic of me.” 4. Or, snap a picture and describe the edits you’re looking for. 5. Use follow-ups to keep editing, or share the image with family and friends.

Google

220,967 views • 8 months ago

Try a faster way to search your user library and find samples you like with Auto Tagging. See what else is new in Live 12.1:

Try a faster way to search your user library and find samples you like with Auto Tagging. See what else is new in Live 12.1:

Ableton

20,645 views • 1 year ago

I can search a database with 32 million records in less than 50 milliseconds. This speed is insane! There's no reason your search is slow. There's no reason you aren't using this library when building applications with a lot of data. Take a look at typesense |. It's an open-source search engine. It's crazy fast and easy to use. They are sponsoring this post. Here is their GitHub repository: You can use the library in Python, JavaScript, PHP, Ruby, Swift, and pretty much any other programming language out there. Here are some of the things you can do with Typesense: • Vector search over embeddings • Conversational search for RAG applications • Image similarity search • Voice search And it does all of this extremely fast. A few interesting notes about the library: • Optimized for developer happiness • Works out of the box for most use cases • Very intuitive API • Easy to deploy and scale Probably the best way to compare them is against ElasticSearch. The latter is much more complex to configure and run with a steep learning curve. Check their GitHub repository. They have examples, tutorials, and everything you need.

I can search a database with 32 million records in less than 50 milliseconds. This speed is insane! There's no reason your search is slow. There's no reason you aren't using this library when building applications with a lot of data. Take a look at typesense |. It's an open-source search engine. It's crazy fast and easy to use. They are sponsoring this post. Here is their GitHub repository: You can use the library in Python, JavaScript, PHP, Ruby, Swift, and pretty much any other programming language out there. Here are some of the things you can do with Typesense: • Vector search over embeddings • Conversational search for RAG applications • Image similarity search • Voice search And it does all of this extremely fast. A few interesting notes about the library: • Optimized for developer happiness • Works out of the box for most use cases • Very intuitive API • Easy to deploy and scale Probably the best way to compare them is against ElasticSearch. The latter is much more complex to configure and run with a steep learning curve. Check their GitHub repository. They have examples, tutorials, and everything you need.

Santiago

160,154 views • 1 year ago

Depressing. Did a little image search for the fake ai generated image of a native American with wolf (based on a photo of someone from Siberia with a dog) to see how far it hat polluted the internet... judge for yourself:

Depressing. Did a little image search for the fake ai generated image of a native American with wolf (based on a photo of someone from Siberia with a dog) to see how far it hat polluted the internet... judge for yourself:

Fake History Hunter

17,488 views • 11 months ago

I just built an AI-powered creative search engine with Gemini Embedding 2 + Claude Code 🤯 Drop in your UGC clips, product shots, and ad variations — then search through everything in plain English. "Show me all the unboxing clips." "Find product shots with natural lighting." "Which creator talked about sensitive skin?" All inside Claude Code. Perfect for DTC brands and agencies sitting on hundreds of creative files they can never find when they actually need them. If you're digging through a folder of random file names, scrubbing through raw footage to find that one clip, and relying on memory to track down what's already been shot... This system eliminates the entire loop: → Drop your videos, images, and docs into a project folder → One prompt to Claude Code — it builds the entire search app for you → Google's new Gemini Embedding 2 model actually watches your videos and looks at your images → It understands what's inside each file — not just the file name → Search in plain English and get back the actual assets with confidence scores No scrolling through folders. No relying on file names to find anything. No re-shooting footage you already have. What you get: → A searchable library of every creative asset your brand has ever produced → Natural language search across video, images, and documents at the same time → Results that show the actual files inline — play videos, view images, read docs → A system that gets smarter every time you add richer descriptions to your assets One free API key. No monthly subscriptions. Runs on your machine. I put together a full playbook with the exact build prompt, the setup process, and DTC/agency use cases to get this running in under 30 minutes. Want the full playbook? > Like this post > Comment "SEARCH" And I'll send it over (must be following so I can DM)

Mike Futia

12,239 views • 3 months ago

Should you use a search engine or a chatbot for your question? With Brave Search, you don't have to decide. Our new feature, Ask Brave, combines search and AI chat into one. Ask Brave is free and available now on all platforms and browsers.

Should you use a search engine or a chatbot for your question? With Brave Search, you don't have to decide. Our new feature, Ask Brave, combines search and AI chat into one. Ask Brave is free and available now on all platforms and browsers.

Brave

127,281 views • 9 months ago

Today, Search Live is available in English in the U.S. — no Labs opt-in required. ✨ You can now have a free-flowing, back-and-forth conversation with Search using your voice and phone camera. Live in Search combines the power of Google Lens and AI Mode to see and accurately identify objects in front of you. This allows Search to understand exactly what you are looking at and help you find the most relevant information across the web to respond to your questions in real time. Try it today by tapping Live in the Google app (iOS and Android) or Lens, and let us know what you think!

Today, Search Live is available in English in the U.S. — no Labs opt-in required. ✨ You can now have a free-flowing, back-and-forth conversation with Search using your voice and phone camera. Live in Search combines the power of Google Lens and AI Mode to see and accurately identify objects in front of you. This allows Search to understand exactly what you are looking at and help you find the most relevant information across the web to respond to your questions in real time. Try it today by tapping Live in the Google app (iOS and Android) or Lens, and let us know what you think!

Google AI

48,572 views • 9 months ago

I've been experimenting with making a thumbnail search engine for YouTube. Put in a thumbnail, and it will show you similar thumbnails. Click on any thumbnail to see the most similar thumbnails. What do you think?

I've been experimenting with making a thumbnail search engine for YouTube. Put in a thumbnail, and it will show you similar thumbnails. Click on any thumbnail to see the most similar thumbnails. What do you think?

Charles Weill

91,120 views • 3 years ago

Goodbye, endless scrolling. Hello, AI-powered search panel. With the all-new Media Intelligence in #PremierePro (beta), the content of your clips is automatically recognized, including objects, locations, camera angles & more. Just input your search to find exactly what you need.

Goodbye, endless scrolling. Hello, AI-powered search panel. With the all-new Media Intelligence in #PremierePro (beta), the content of your clips is automatically recognized, including objects, locations, camera angles & more. Just input your search to find exactly what you need.

Adobe Video

26,259 views • 1 year ago

New short course: Open Source Models with Hugging Face 🤗, taught by Maria Khalusova, Marc Sun, and Younes Belkada! Hugging Face has been a game changer by letting you quickly grab any of hundreds of thousands of already-trained open source models to assemble into new applications. This course teaches you best practices for building this way, including how to search and choose among models. You’ll learn to use the Transformers library and walk through multiple models for text, audio, and image processing, including zero-shot image segmentation, zero-shot audio classification, and speech recognition. You'll also learn to use multimodal models for visual question answering, image search, and image captioning. Finally, you’ll learn how to demo what you build locally, on the cloud, or via an API using Gradio and Hugging Face Spaces. You can sign up here:

New short course: Open Source Models with Hugging Face 🤗, taught by Maria Khalusova, Marc Sun, and Younes Belkada! Hugging Face has been a game changer by letting you quickly grab any of hundreds of thousands of already-trained open source models to assemble into new applications. This course teaches you best practices for building this way, including how to search and choose among models. You’ll learn to use the Transformers library and walk through multiple models for text, audio, and image processing, including zero-shot image segmentation, zero-shot audio classification, and speech recognition. You'll also learn to use multimodal models for visual question answering, image search, and image captioning. Finally, you’ll learn how to demo what you build locally, on the cloud, or via an API using Gradio and Hugging Face Spaces. You can sign up here:

Andrew Ng

224,538 views • 2 years ago

Google CEO on the fact that the search engine shows a photo of Trump when you type the word "idiot": If you type the word "idiot" in the Google search engine under the "Images" section, a photo of Donald Trump will appear. I just did this. How does this happen? How does such a search work for this to happen?

Google CEO on the fact that the search engine shows a photo of Trump when you type the word "idiot": If you type the word "idiot" in the Google search engine under the "Images" section, a photo of Donald Trump will appear. I just did this. How does this happen? How does such a search work for this to happen?

Chay Bowes

24,857 views • 10 months ago

We’re expanding the Gemini API File Search tool 🔍 with 3 new updates that enable developers to more easily build multimodal RAG systems with enhanced precision: + Multimodal Support: By leveraging our Gemini Embedding 2 model, File Search can now reason across image and text simultaneously. + Custom Metadata Filtering: Bring structure to unstructured data by tagging files with custom key-value labels. This pre-filters your data and boosts search speed. + Exact citations: File Search can now capture and return the exact source (down to the page number) for every piece of information indexed. See multimodal File Search in action with our example app in Google AI Studio. Chat with your entire image and doc library, ask questions, and trace answers back to the source:

We’re expanding the Gemini API File Search tool 🔍 with 3 new updates that enable developers to more easily build multimodal RAG systems with enhanced precision: + Multimodal Support: By leveraging our Gemini Embedding 2 model, File Search can now reason across image and text simultaneously. + Custom Metadata Filtering: Bring structure to unstructured data by tagging files with custom key-value labels. This pre-filters your data and boosts search speed. + Exact citations: File Search can now capture and return the exact source (down to the page number) for every piece of information indexed. See multimodal File Search in action with our example app in Google AI Studio. Chat with your entire image and doc library, ask questions, and trace answers back to the source:

Google AI Developers

108,622 views • 2 months ago

Google Reverse Image Search doesn’t work the way you might think. When you search a viral image, the results may show an old date under the image. That doesn’t necessarily mean it’s the actual date of the photo. This happens because the image might have been used in another article. To find the real source, you need to click on the link in the results and check the page itself. For example, when I reverse-searched this photo, one result showed the date March 4, 2026 under the image. But when I clicked the article, Benjamin Netanyahu’s photo wasn’t there. Similarly, another result showed October 11, 2022, but clicking the link revealed that the photo wasn’t in that article either. Here’s another example, one result showed February 28, 2026, but clicking the article opened a March 17, 2026 post, and there the same image appeared.

Google Reverse Image Search doesn’t work the way you might think. When you search a viral image, the results may show an old date under the image. That doesn’t necessarily mean it’s the actual date of the photo. This happens because the image might have been used in another article. To find the real source, you need to click on the link in the results and check the page itself. For example, when I reverse-searched this photo, one result showed the date March 4, 2026 under the image. But when I clicked the article, Benjamin Netanyahu’s photo wasn’t there. Similarly, another result showed October 11, 2022, but clicking the link revealed that the photo wasn’t in that article either. Here’s another example, one result showed February 28, 2026, but clicking the article opened a March 17, 2026 post, and there the same image appeared.

Vishal Maheshwari

24,282 views • 3 months ago

Along with Grok Imagine 1.5, we're rolling out new features to speed up your creative workflow. Starting with search: find any image or video you've made by searching your library. No more scrolling to track down that one clip.

Along with Grok Imagine 1.5, we're rolling out new features to speed up your creative workflow. Starting with search: find any image or video you've made by searching your library. No more scrolling to track down that one clip.

Grok Imagine

586,808 views • 20 days ago

NEW: We fixed email search 🚀🚀 Starting today you can ask your email anything—literally anything with Cora. Some examples: - When is my trip to Salt Lake City? - What was the first email I ever sent? - What emails do I tend to procrastinate on? Cora will agentically search through your inbox and give you the best possible answer in just a few seconds. Like Claude Code for your emails!

NEW: We fixed email search 🚀🚀 Starting today you can ask your email anything—literally anything with Cora. Some examples: - When is my trip to Salt Lake City? - What was the first email I ever sent? - What emails do I tend to procrastinate on? Cora will agentically search through your inbox and give you the best possible answer in just a few seconds. Like Claude Code for your emails!

Dan Shipper 📧

25,399 views • 11 months ago

Log in to your JSTOR account and type in a few keywords. JSTOR will tell you they're working on a new kind of search. Click on "Try it with your search." You will see a list of papers. Click on anyone and you will see an AI-powered reading assistant to the right of your screen.

Log in to your JSTOR account and type in a few keywords. JSTOR will tell you they're working on a new kind of search. Click on "Try it with your search." You will see a list of papers. Click on anyone and you will see an AI-powered reading assistant to the right of your screen.

Mushtaq Bilal, PhD

78,912 views • 1 year ago

We all know adding media automatically boosts your posts on the algorithm So I built a tool that can generate any image with your tweets using Nano Banana. You can search for the right memes, create infographics and more with JUST text

We all know adding media automatically boosts your posts on the algorithm So I built a tool that can generate any image with your tweets using Nano Banana. You can search for the right memes, create infographics and more with JUST text

Andros

56,077 views • 9 months ago