Building Vector Similarity Search in PostgreSQL with pgvector
Search works well when users know exactly what they are looking for, but it breaks down when intent is described in natural language.
Prompting Amazon Nova 2 for content moderation
If you moderate user-generated content at scale, you need a system that catches policy violations accurately without over-flagging legitimate posts. A moderation system that misses harmful content puts you at risk, while one that flags too aggressively frustrates your audience. Every organization defines its own policies, so a single classifier rarely works for every use …
These 11 Automatic Cat Feeders Were the Best We Tested in 2026
We tested some of the most popular automatic dry- and wet-food pet feeders to see which ones are worth the money.
Audio cues can make AI feel more human, though some users may judge it as rude
Researchers at Carnegie Mellon University are investigating how humans respond to artificial intelligence agents that sound physically present in the same room, work that could shape the future of audio-only AI systems used in smart glasses, accessibility tools and other screen-free technologies.
NeuralCompanion
NeuralCompanion is an open-source, local-first AI companion project for people who like building, experimenting, and seeing how far personal AI can go on their own hardware. It brings together realtime voice chat, local LLMs, TTS/STT, image generation, interactive tutorials, API-friendly workflows, and a modular addon system into one desktop app designed to be flexible, hackable, …
Oto Smart Sprinkler Review (2026): Solar-Powered and Simple to Use
The Oto Smart Sprinkler makes it easy to keep your lawn watered—as long as it gets three hours a day of direct sun to stay charged.
A lot of major updates on Flux Real-Time pipeline
Hello! Just a week ago I have posted here announce of my real-time streaming pipeline based of Flux.2-Klein. Here is the original post. And first of all, thanks a lot for your support! In comment you have asked for many features to add. Thank for effort of github contributors, the community and me most of …
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Old Oil and Gas Wells Could Find Second Life Producing Clean Energy
States across the US are looking to take major sources of pollution and use them to generate much-needed power.
It appears that Microsoft uploaded an image model on HuggingFace and then deleted it.
https://x.com/HuggingPapers/status/2055176632491778363 https://huggingface.co/microsoft/Lens https://huggingface.co/microsoft/Lens-Turbo submitted by /u/Total-Resort-3120 [link] [comments]
Restrict access to sensitive documents in your Amazon Quick knowledge bases for Amazon S3
Organizations that must restrict access to sensitive documents increasingly rely on AI-driven search and chat to help employees find answers across large repositories. Coarse-grained permissions that control access at the knowledge base level work well for many teams, but sensitive documents require more granular control to restrict specific documents or folders to authorized teams, individuals, …