Starting today, the Drupal 11.x branch is used for building the next major Drupal version, Drupal 11. This means that major version specific changes can now happen on the Drupal 11.x branch. This includes dependency and requirements updates and removal of deprecated API and extensions. Details are available in the allowed changes during Drupal core release cycle document. Drupal 11 is planned to be released either on the week of June 17, week of July 29 or week of December 9, 2024, depending on when beta requirements are completed.
Drupal added support for IIS in 2010 and we have supported that and WAMP (Running Apache and PHP on Windows). Unfortunately, we have never been able to provide automated testing for these environments. And since 2010, the use of Microsoft products for hosting websites has declined. Because of this, the Drupal core committers propose drop support for Windows when used on production web sites in Drupal 11. Support for development on Windows will continue.
I didn’t know that IIS on Windows was still being used in production. I guess I need to get out more.
Training neural networks with larger batches in PyTorch: gradient accumulation, gradient checkpointing, multi-GPUs and distributed setups…
Scale your compute-intensive Python workloads. From reinforcement learning to large-scale model serving, Ray makes the power of distributed compute easy and accessible to every engineer.
In this example, we’ll imagine that our chatbot needs to answer questions about the content of a website. To do that, we’ll need a way to store and access that information when the chatbot generates its response.
Mountpoint for Amazon S3 is an open source file client that makes it easy for your file-aware Linux applications to connect directly to Amazon Simple Storage Service (Amazon S3) buckets. Announced earlier this year as an alpha release, it is now generally available and ready for production use on your large-scale read-heavy applications: data lakes, machine learning training, image rendering, autonomous vehicle simulation, ETL, and more. It supports file-based workloads that perform sequential and random reads, sequential (append only) writes, and that don’t need full POSIX semantics.
AudioCraft is a simple framework that generates high-quality, realistic audio and music from text-based user inputs after training on raw audio signals as opposed to MIDI or piano rolls.
Enhance your academic content’s credibility and make navigation of your articles easier on WordPress with these essential plugins.
Goal: better, more focused search for www.cali.org.
In general the plan is to scrape the site to a vector database, enable embeddings of the vector db in Llama 2, provide API endpoints to search/find things.
Hints and pointers.
- Llama2-webui – Run any Llama 2 locally with gradio UI on GPU or CPU from anywhere
- FastAPI – web framework for building APIs with Python 3.7+ based on standard Python type hints
- Danswer – Ask Questions in natural language and get Answers backed by private sources. It makes use of
- PostgreSQL – a powerful, open source object-relational database system
- QDrant – Vector Database for the next generation of AI applications.
- Typesense – a modern, privacy-friendly, open source search engine built from the ground up using cutting-edge search algorithms, that take advantage of the latest advances in hardware capabilities.
The challenge is to wire together these technologies and then figure out how to get it to play nice with Drupal. One possibility is just to build this with an API and then use the API to interact with Drupal. That approach also offers the possibility of allowing the membership to interact with the API too.