A massive hardware super-cycle is starting this year! We wrote about #ddr5 #pcie5 #cxl #nvme #gpu #dpu #pmem and other technologies by NVIDIA, Intel and AMD. unum.am/post/2021-12-0…

2021 was immense for DataBase Management Software Startups! Until 2020, 13 of our competitors have raised $2.3 Billion in private rounds. In 2021 alone, those same companies raised a total of $4.5 Billion, dwarfing all of their previous successes! unum.cloud/post/2021-12-3…

We are organizing yet another 🍕 gathering! This time around #cpp #cuda and #python libraries for fast data #analytics on Nvidia GPUs! Both in the C++🇦🇲 and PYerevan groups! eventbrite.com/e/armenian-c-c…

C++🇦🇲 group is rapidly growing! Mostly <35yo, 30% women, with lots of members from @synopsys Siemens Xilinx Krisp and Unum , of course! Maybe time to follow Core C++ and C++ Russia and organize a local conf? #cpp #programming #community

Watch Vladimir Orshulevich VoV_or and Ashot Vardanian Ash Vardanian from Unum present basic methodologies for faster NLP inference at PyData Yerevan!

UKV, our biggest Open-Source contribution of the year, is live! It is a binary DBMS Interface to manage Docs • Graphs • Blobs • Vectors × in Local • Remote × #RocksDB • #LevelDB • UMem • UDisk × from #C • #Cpp • #Python • #Java • #GoLang github.com/unum-cloud/UKV

Beating OpenAI CLIP with 100x less data and compute blog: unum.cloud/blog/2023-02-2… Hugging Face models: huggingface.co/unum-cloud/ufo…

We are #opensource-ing UJRPC! Up to 100x Faster replacement of #FastAPI, based on #simdjson by Daniel Lemire and newest #io_uring features in Linux 5.19+ by Jens Axboe ! This tiny #python package may replace #grpc one day, so come check it out! github.com/unum-cloud/ujr…

Unlike #FastAPI, our UJRPC now natively supports #NumPy arrays and #Pillow images, making it not just the fastest #Python backend library, but also the easiest to use! Which data types should we add next? github.com/unum-cloud/ujr…

We are excited to share a single-header C++11 vector-search engine with SDKs for #Python, #JavaScript, #Java, #Rust, and soon #GoLang & #Wolfram! It's tiny and easy to use, but still brings half-precision & integer quantization and scales beyond 4B points! github.com/unum-cloud/use…

UForm v2: Most Efficient #AI-based Text-to-Image Search, now supports 21 languages, with huge improvements in Hindi 🇮🇳 and Arabic 🇸🇦 Graphcore IPUs are now supported out of the box! Read the full story: unum.cloud/blog/2023-08-1…

As the year winds down, we're not quite done yet! We've got a "little" surprise for you 😉 Don't miss out – join us on Discord for an AMA session and the latest unveiling of the 3rd generation of our UForm #AI models, set for Thursday, December 28th at 10am PDT. Here's your