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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...

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Tyler Angert

17,469 subscribers

159,075 просмотров • 5 месяцев назад •via X (Twitter)

Наука и технологии
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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.
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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

221,030 просмотров • 10 месяцев назад

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.
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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 просмотров • 2 лет назад

i gave 5.6 sol access to my camera roll and had it extract pictures of every piece of clothing i own from my photos then, told it to find new outfits for me and render them on me with gpt-image! its kinda cool to see your entire wardrobe in a collection like this
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i gave 5.6 sol access to my camera roll and had it extract pictures of every piece of clothing i own from my photos then, told it to find new outfits for me and render them on me with gpt-image! its kinda cool to see your entire wardrobe in a collection like this

thijs

6,339,748 просмотров • 1 месяц назад

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)
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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)

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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!
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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!

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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:
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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:

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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.
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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.

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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 просмотров • 1 год назад

Black American says you never see White People acting the way Black People act in online videos “I'm gonna just say it flat out, Black people are out of f*cking control. Like, out of control — Someone will get beat up, they'll rob the victim's pockets when they're on the floor dead. They'll rob the pockets — My only response, right, to you, because I know you're watching — You go find videos of white people doing what we do…. — We're talking about 2026. You go find me a video of white people doing the same things we're doing, and I want mass. Like, I want you to find me 100 videos because I can pull up 100 videos of Black people right now. It'll take me 10 minutes” She’s actually correct and I ran a test I went to TikTok and put in “white people robbing” in one search, and “black people robbing” in another search For the black search it was a bunch of videos of stores being looted and crimes being committed For the white search it was people pretending to rob as a white person, basically just jokes Very interesting
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Black American says you never see White People acting the way Black People act in online videos “I'm gonna just say it flat out, Black people are out of f*cking control. Like, out of control — Someone will get beat up, they'll rob the victim's pockets when they're on the floor dead. They'll rob the pockets — My only response, right, to you, because I know you're watching — You go find videos of white people doing what we do…. — We're talking about 2026. You go find me a video of white people doing the same things we're doing, and I want mass. Like, I want you to find me 100 videos because I can pull up 100 videos of Black people right now. It'll take me 10 minutes” She’s actually correct and I ran a test I went to TikTok and put in “white people robbing” in one search, and “black people robbing” in another search For the black search it was a bunch of videos of stores being looted and crimes being committed For the white search it was people pretending to rob as a white person, basically just jokes Very interesting

Wall Street Apes

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I’m personally excited about the era of Search agents. You’ll be able to create, customize, and manage multiple AI agents for tasks, right in Search. Starting with information agents this summer, you can ask Search to keep you updated on topics you care about. Your agent will operate 24/7 to intelligently reason and research and send you a comprehensive update, with links to dive deeper – like if you want to know right when your favorite sneaker collab drops, or is available in a new colorway. #GoogleIO

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Got the vibe but not the words? Starting today, you can simply show or tell AI Mode about what you're looking for and get rich, visual results to explore. ✨ This experience works by bringing together Search’s world-class visual understanding from Lens and Image search with Gemini 2.5’s advanced multimodal capabilities. When you show AI Mode what you’re searching for it uses our new “visual search fan-out” technique to get a deeper understanding of what’s in an image (including subtle details and secondary objects), and runs multiple queries in the background. This helps it understand the visual context and nuance of your request to deliver relevant visual responses. You can also tell AI Mode what vibe you’re going for (no image needed). For example, ask AI Mode for bedroom design inspo and go back and forth to refine your vision. We’re rolling out this experience in English in the U.S. starting this week. Try it out and let us know what you think!

Google AI

68,285 просмотров • 11 месяцев назад

we’re happy to share the latest software update for r1. this is an over-the-air (OTA) update which will automatically be downloaded and installed to your device. try these prompts with r1 to see the new UI in action: search with image and text: “who is taylor swift?” “what is the summer solstice?” “search for examples of impressionism” image search: “get me images of monarch butterflies” long form text response: “give me a low-carb recipe for banana pancakes” “can you make me a 3-day upper-body workout plan” *different prompts will trigger different AI models so a picture is not guaranteed all the time; r1 makes the final call 🐰 *dm us your favorite use cases
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we’re happy to share the latest software update for r1. this is an over-the-air (OTA) update which will automatically be downloaded and installed to your device. try these prompts with r1 to see the new UI in action: search with image and text: “who is taylor swift?” “what is the summer solstice?” “search for examples of impressionism” image search: “get me images of monarch butterflies” long form text response: “give me a low-carb recipe for banana pancakes” “can you make me a 3-day upper-body workout plan” *different prompts will trigger different AI models so a picture is not guaranteed all the time; r1 makes the final call 🐰 *dm us your favorite use cases

rabbit inc.

48,179 просмотров • 2 лет назад

✨ I made a new feature called [ 💃 Photo Shoot Simulator ] which lets you do real life photo shoots with real life models on my site Photo AI Upload clothes to try on, or prompt your scene, and your model will now move and pose for you Then when you hit the [ 📸 ] button, you take photos just like you would in a real life photo shoot All your photos are then available upscaled as 4K high resolution pics with a full commercial license to use in your store, social media, marketing, on ads, etc. No need for a model, photographer, or studio anymore!
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✨ I made a new feature called [ 💃 Photo Shoot Simulator ] which lets you do real life photo shoots with real life models on my site Photo AI Upload clothes to try on, or prompt your scene, and your model will now move and pose for you Then when you hit the [ 📸 ] button, you take photos just like you would in a real life photo shoot All your photos are then available upscaled as 4K high resolution pics with a full commercial license to use in your store, social media, marketing, on ads, etc. No need for a model, photographer, or studio anymore!

@levelsio

581,055 просмотров • 1 год назад

Is Windsurf better than Cursor? impossible to say, but... it does one thing better: soooo... I spent an hour testing windsurf... and this is what i created... and app called "boop-boop" lol... one thing windsurf does is it searches the internet. If you've been watching my videos you know that i go to perplexity all the time to get code examples and docs. but with windsurf you can just say, "search the replicate top image gen models and add them to the chat we just created" It will search the internet, find the right model then write the code. This is great for replicate and openrouter. You can have one api key in your .env file then just tell windsurf to search for docs for [insert ai model] and it will just add it to your app. Impressed tbh.
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Is Windsurf better than Cursor? impossible to say, but... it does one thing better: soooo... I spent an hour testing windsurf... and this is what i created... and app called "boop-boop" lol... one thing windsurf does is it searches the internet. If you've been watching my videos you know that i go to perplexity all the time to get code examples and docs. but with windsurf you can just say, "search the replicate top image gen models and add them to the chat we just created" It will search the internet, find the right model then write the code. This is great for replicate and openrouter. You can have one api key in your .env file then just tell windsurf to search for docs for [insert ai model] and it will just add it to your app. Impressed tbh.

Riley Brown

31,043 просмотров • 1 год назад

Mark Zuckerberg to new-hire Aditya Agarwal : “If I can build Facebook you can build a search engine” Aditya recalls starting at Facebook in 2005. A few weeks into his new role, Mark Zuckerberg comes up to him and suggests he build a search engine: “When people come to Facebook, the first thing they want to do is search for people.” Aditya’s first reaction was that search was a really important thing to get right and he had never built a search engine - wouldn’t it make more sense to just hire somebody from Google or Yahoo to do it? Mark replied: “If I can build Facebook, you can build a search engine.” And he was right - Aditya did end up building search for Facebook. This interaction also left a lasting impression on Aditya: “All of us can build whatever we put our minds to. And this is the culture that for me still defines Facebook - there is this hacker, can-do, total-ownership culture. If I could tell every startup in the world to take one thing, it would be you can do whatever you want as long as you put your mind to it. It’s probably easier than you think.” Video source: South Park Commons (2024)
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Mark Zuckerberg to new-hire Aditya Agarwal : “If I can build Facebook you can build a search engine” Aditya recalls starting at Facebook in 2005. A few weeks into his new role, Mark Zuckerberg comes up to him and suggests he build a search engine: “When people come to Facebook, the first thing they want to do is search for people.” Aditya’s first reaction was that search was a really important thing to get right and he had never built a search engine - wouldn’t it make more sense to just hire somebody from Google or Yahoo to do it? Mark replied: “If I can build Facebook, you can build a search engine.” And he was right - Aditya did end up building search for Facebook. This interaction also left a lasting impression on Aditya: “All of us can build whatever we put our minds to. And this is the culture that for me still defines Facebook - there is this hacker, can-do, total-ownership culture. If I could tell every startup in the world to take one thing, it would be you can do whatever you want as long as you put your mind to it. It’s probably easier than you think.” Video source: South Park Commons (2024)

Startup Archive

136,570 просмотров • 5 месяцев назад

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Search can take the hassle out of booking restaurants with agentic capabilities in AI Mode. Just describe what you’re looking for — like how many people, what time you want to eat and the type of food you're craving — and AI Mode will search across multiple platforms and websites to find real-time availability for options tailored for you. Simply tap to complete your booking through one of our partners. Today, we’re expanding this beyond the U.S. for the first time & rolling out to 8 new locations: Australia, Canada, Hong Kong, India, New Zealand, Singapore, South Africa and the United Kingdom.

Google

173,504 просмотров • 4 месяцев назад

J-Cal Explains Why Google is UNDERRATED in AI 👀 On E227, the besties discussed Google's value in a post-search world if AI replaces traditional search. @jason broke down why he thinks Google is being slept on: "I think there's a chance that we're underestimating the power of Google's ad network right now." "They have four or five products that are one or two billion users per month. You have YouTube, Google Docs, Android." "They have such a data advantage and such a deep integration into people's lives because they use three or four services, I think Google's gonna figure this out." "It's quite possible that knowing your queries in Gemini, knowing what you're doing in Calendar, knowing what you're watching on YouTube could lead to a stream of more targeted ads that do better and are more valuable." "We've been seeing a number of startups that are figuring out how to use your queries and what you're doing in AI to present to you search results." "So imagine you're doing a Gemini search and on the side of it, it's giving you a rolling list of ads or offers that you might be more interested in." "That could be a better advertising product than even search itself." "I think YouTube search is the place to go all-in." "Right now, when you do a YouTube search, it just gives you 10 links, right? It just gives you that rolling thing." "You should be able to ask a question to YouTube, and you should be able to ask questions to your calendar." "You should be able to say, who have I met with over the last 10 years? Who I'm no longer in touch with and what are they up to?" "And it should do a Gemini search inside of Google Calendar. It's very light right now." "And then if you did that on YouTube, this would train people at the point of pain in a very deep way without sacrificing Google Search queries too aggressively."
1:20

J-Cal Explains Why Google is UNDERRATED in AI 👀 On E227, the besties discussed Google's value in a post-search world if AI replaces traditional search. @jason broke down why he thinks Google is being slept on: "I think there's a chance that we're underestimating the power of Google's ad network right now." "They have four or five products that are one or two billion users per month. You have YouTube, Google Docs, Android." "They have such a data advantage and such a deep integration into people's lives because they use three or four services, I think Google's gonna figure this out." "It's quite possible that knowing your queries in Gemini, knowing what you're doing in Calendar, knowing what you're watching on YouTube could lead to a stream of more targeted ads that do better and are more valuable." "We've been seeing a number of startups that are figuring out how to use your queries and what you're doing in AI to present to you search results." "So imagine you're doing a Gemini search and on the side of it, it's giving you a rolling list of ads or offers that you might be more interested in." "That could be a better advertising product than even search itself." "I think YouTube search is the place to go all-in." "Right now, when you do a YouTube search, it just gives you 10 links, right? It just gives you that rolling thing." "You should be able to ask a question to YouTube, and you should be able to ask questions to your calendar." "You should be able to say, who have I met with over the last 10 years? Who I'm no longer in touch with and what are they up to?" "And it should do a Gemini search inside of Google Calendar. It's very light right now." "And then if you did that on YouTube, this would train people at the point of pain in a very deep way without sacrificing Google Search queries too aggressively."

The All-In Podcast

58,275 просмотров • 1 год назад

New day, new feature on my Samsung #GalaxyZFold7 Today, we are exploring #CircleToSearch , a feature that allows you to get information about an image or item, without going online to search. Just circle the image with your camera, and allow the phone to do its magic!! It's such a cool feature!!! Imagine having this feature accessible to you in class, at work, or during a very important session where your knowledge is being questioned? You see why you need to join the Samsung Ghana team? #AI #samsunggalaxy #berlaxsamsung #galaxyai
1:48

New day, new feature on my Samsung #GalaxyZFold7 Today, we are exploring #CircleToSearch , a feature that allows you to get information about an image or item, without going online to search. Just circle the image with your camera, and allow the phone to do its magic!! It's such a cool feature!!! Imagine having this feature accessible to you in class, at work, or during a very important session where your knowledge is being questioned? You see why you need to join the Samsung Ghana team? #AI #samsunggalaxy #berlaxsamsung #galaxyai

B.You by Berla Mundi

54,539 просмотров • 11 месяцев назад