I vibe coded a visual PDF search app with... ColQwen2. This is how it works: - Store PDF files as images in a Weaviate AI Database vector database - Embed images and text with a multimodal late-interaction model (ColQwen2) - Generate token-wise (and summed) similarity maps to highlight image patches with high similarity Now I need to refactor the messy vibe-coded project. In the meantime, you can check out the Notebook this demo is based on to try it out yourself:show more

Now that Gemini Embedding 2 is GA, let’s explore... what the model unlocks — from agentic multimodal RAG to visual search — as it maps text, images, video, audio, and documents into a unified embedding space.show more

Native image generation with Gemini is live 🚀🔥 You... can generate interleaved text and images and edit uploaded images all in a unified model. Big congrats to Robert Riachi Kaushik Shivakumar Fabian Mentzer and many more amazing folks who built this! Try it out and tell us what you think:show more

This is the most insane magical model I've ever... used I just provided some AI generated images and fed it into the chat and told me to generate a game It used the image as a billboard and gave it some actions And it did this Really greatshow more

This feature is what I am proud of the... most! I have built an algorithm that searches images based on a color and the algorithm will sort images based on how close the color is to the color selected and how dominant that color is in the image.show more

This Relight tool is insane 😱 You can completely... change the lighting of any image in seconds. If you work with images, you need to try this. Comment “Relight” and I’ll send it to you ⬇️show more

What happens next? We took a photo with Lens... and asked Nano Banana to generate the next 5 seconds of a scene. While it’s not predicting the future in a literal sense, the model draws upon its vast world knowledge to generate a plausible outcome in each of these examples. It's a fun peek at how our latest AI image editing model can be used for creative forecasting and storytelling. Nano Banana is now live in Search – accessible through Lens and AI Mode – so you can try this out for yourself!show more

Want to generate images from the world's best models... like Nano Banana or GPT Image side by side? Now you can with Image Lab 🚀 Run a single prompt across up to 25 models, with up to 20 images from each, and see results in seconds. You've seen our leaderboards. Now generate and evaluate the models yourself. Link in thread 🧵👇show more

Claude can now view images within a PDF, in... addition to text. This helps Claude 3.5 Sonnet more accurately understand complex documents, such as those laden with charts or graphics. Enable the feature preview:show more

Nah no, this is not a pre-made or baked... Blender model. It is created entirely from scratch using extruded geometry and procedural textures for the mustard hatching pattern on the model... all done with Google Gemini 3 pro AI. In fact, every Three.js 3D model you see on this website has been vibe coded with AI 😎 Live: Code:show more

This is WILD. Freepik just gave AI video a... voice with Wan 2.5. Smooth motion. Clean visuals. And now? Built-in audio from just text or images. It’s fast, fluid, and free to try. Here’s what you can generate in seconds:show more

Yesterday someone suggested I create a fight between Alucard... and Drolta Tzuentes using Kling AI 2.6. I usually work with Text to Video, but in this case I had to use Image to Video. The base image is a fusion of two images created in Niji and combined with GPT Image 1.5. Then I added the right prompt to give the fight speed and dynamism. The result isn’t perfect, but it’s pretty cool.show more

Big moment for Postgres! Search has always been Postgres'... weak spot, and everyone just accepted it. If you needed a real relevance-ranked keyword search, the default answer was to spin up Elasticsearch or add Algolia and deal with the data sync headaches forever. The problem isn't that Postgres can't do text search. It can. But the built-in `ts_rank` function uses a basic term frequency algorithm that doesn't come close to what modern search engines deliver. So teams end up: - Running a separate Elasticsearch cluster just for search - Building sync pipelines that inevitably drift out of consistency - Paying for managed search services that charge per query - Accepting mediocre search relevance because "good enough" ships faster But this is actually a solvable problem. You can realistically bring industry-standard search ranking directly into Postgres, which eliminates the need for external infra entirely. This exact solution is now available with the newly open-sourced pg_textsearch by Tiger Data - Creators of TimescaleDB, a Postgres extension that brings true BM25 relevance ranking into the database. BM25 is the algorithm behind Elasticsearch, Lucene, and most modern search engines. Now it runs natively in Postgres. Here's what pg_textsearch enables: - True BM25 ranking with configurable parameters (the same algorithm powering production search systems) - Simple SQL syntax: `ORDER BY content 'search terms'` - Works with Postgres text search configurations for multiple languages - Pairs naturally with pgvector for hybrid keyword + semantic search That last point matters a lot for RAG apps. The video below shows this in action, and I worked with the team to put this together. You can now do hybrid retrieval (combining keyword matching with vector similarity) in a single database, without stitching together multiple systems. The syntax is clean enough that you can add relevance-ranked search to existing queries in minutes. pg_textsearch is fully open-source under the PostgreSQL license. You can find a link to their GitHub repo in the next tweet.show more

I vide-coded this app to generate your innie's GitHub... graph as a Lumon employee badge try it below and, apparently, your outie is out there enjoying their Christmas rn, so wish them happy holidays ☺️show more

Okay this new model is insane. Generate an image,... then give it to the model to turn it into a 3D model with matching texture in seconds. Creativity on Spielwerk will be endless with thisshow more

OlmOCR is a new drop by Ai2 to parse... any PDF 📝🤝 I have fed one of my old master's notes and it did a great job 💗 It is based on Qwen2VL-7B and works out of the box with transformers, has Apache 2.0 license 🔥show more

A bunch of people mentioned bolt.new (cc Eric Simons)... so I thought I'd try it out and see how the SEO compares for vibe coders prompt: --- create a directory with mock items, each with its own URL IMPORTANT: the entire project MUST be server side rendered for SEO --- result: It one-shot a full Astro app, complete with breadcrumbs, category links, images, and importantly... all of the content is visible in the source, which is much better for getting crawled, indexed, and ranked in google and LLMs I've been sleeping on Bolt, but damn this was a smooth processshow more

I sometimes need to remind myself how crazy cool... is a project I built. It is CRAZY that you can open 500k files repo in your editor and start searching it IMMEDIATELY having results in real type as you type EVEN WITH TYPOS RESISTANCE CONTENT SEARCH AAAAAAAAshow more

Magic Quill: A Free AI Image Editor That Feels... Like Magic This tool is incredibly useful and free to use now! It lets you select parts of an image and edit them with just a text prompt. Mostly I’ve gotten exactly what I needed on the first try! Here’s how to use it:show more

I work at Adobe and we recently released this... edit text in images in Firefly Boards 🤯 You can select text of different complexity that is part of your image and edit it with AI. Best to use similar length of font. Have you already tried?show more