google-webfonts-helper VS MindsDB

I use https://gwfh.mranftl.com/ to grab the fonts and CSS for local use.

If you do want to self-host the fonts, there is a handy Web Fonts helper which generates the CSS and lets you download the .woff2 files you’ll need.

google webfonts helper - https://gwfh.mranftl.com

According to the Cloudflare December monthly stats, I had roughly 57k unique users, 15m requests, 1,3TB traffic. Though, most requests are likely to be bots/integrators spamming the API...

Running on a bare metal k8s cluster (libvirt) on top of a single dedicated Hetzner server, ~70€/month. Not going to monetize it, but will maybe accept donations/sponsorings in the future...

However I felt like this solution is quite opionated, and therefore I'd like to promote a different non-opionated solution (if anyone haven't heard of it yet) to get any font plus minimalistic styles: https://github.com/majodev/google-webfonts-helper

Just moved off https://github.com/majodev/google-webfonts-helper today from their free tier to my own private infra and replaced current the Heroku dyno with a 301: https://github.com/kenmickles/heroku-redirect

AFAIK sadly Heroku does not provide some other _free_ permanent redirect option for *.herokuapp.com apps without actually running a dyno there.

Let me throw in this little life safer here, that generates the CSS and bundles the font files for you: https://google-webfonts-helper.herokuapp.com/

As an alternative there is the google-webfonts-helper. It can be used online and regardless of the operating system.

As you can see, the font loading with Google Fonts can be complicated. However, you can reduce how many requests are needed to just one by self-hosting the font and putting the @font-face declaration inside your CSS bundle instead of an external stylesheet. A tool like Google Webfonts Helper can be helpful for this.

Check us out on GitHub.

If your data lacks uniform time intervals between consecutive entries, QuestDB offers a solution by allowing you to sample your data. After that, MindsDB facilitates creating, training, and deploying your time-series models.

MindsDB is an open-source AI platform for developers that connects AI/ML models with real-time data. It provides tools and automation to easily build and maintain personalized AI solutions.

MindsDB combines both AI and SQL functions in one; users can create, train, optimize, and deploy ML models without the need for external tools. Data analysts can create and visualize forecasts without having to navigate the complexities of ML pipelines.MindsDB is open-source and works with well-known databases like MySQL, Postgres, Redit, Snowflakes, etc.

Mindsdb is a good example. It abstracts everything related to an AI workflow as "virtual tables". For example, you can import OpenAI API as a "virtual table":

Repo : https://github.com/mindsdb/mindsdb

MindsDB is an AI Automation platform for building AI/ML powered features and applications. It works by connecting any data source with any AI/ML model or framework and automating how real-time data flows between them. MindsDB is integrated with LlamaIndex, which makes use of its data framework for connecting custom data sources to large language models. LlamaIndex data ingestion allows you to connect to data sources like PDF’s, webpages, etc., provides data indexing and a query interface that takes input prompts from your data and provides knowledge-augmented responses, thus making it easy to Q&A over documents and webpages.

Now, imagine if you can deploy these highly trained models in your database to get insights, make predictions, understand your users, auto-generate content, and more. MindsDB makes this possible! MindsDB is an open-source AI database middleware that allows you to supercharge your databases by integrating various machine learning (ML) engines.