Sigmoid Analytica.

New package: brackets 🥳 Brackets is a wrapper around the brackets.js library and can display tournament brackets in R and Shiny. Perfect to display soccer ⚽, tennis 🎾 , or any other sports tournaments. Round-robin, single elimination, double elimination: all possible. This package has its origin in the CustomiZing WidgetZ course, where I co-develop the package with students, and we decided to open source it as well 😎. I’m officially introducing brackets during a live webinar in a couple of weeks, hosted by Athlyticz, where I will go over how such a package comes into existence, how htmlwidgets works, and I will discuss the features and the data format needed to make your tournament ▶️ https://conta.cc/4ahF3YI If you can’t wait to try it out you can get brackets from GitHub: pak::pak(”hypebright/brackets”) #R #rstats #rshiny

Graph RAG or vector-based RAG? There's some discussions (debate) around which is better. (but we're not continuing this conversation...) Thanks to Tomaz Bratanic, one of the thought leaders and trailblazers in the graph world with cool applications, we jointly explore a project that realizes and visualizes the idea of"bringing unstructured and structured data" together. You'll see side-by-side comparisons of AI-generated responses between vector-only searches and vector knowledge graph in the video, showing how the latter can outperform the former. Neo4j can store both graph data and text embeddings for vector-based searches, and Diffbot provides verified data from the web — the exact opposite of hallucinated LLM-based sources, so AI applications don't suffer from unreliable outputs. To see the cool network visualization in the app, jump to 3:51 and check out Tomaz and Anej's work. You can always go back and see how we use Diffbot's Article, Natural Language Processing, and Enhance APIs to enrich knowledge graphs with accurate and reliable information. p.s. Who's also going to AI Engineer World's Fair the next 2 days in SF? DM if you're around! #neo4j #diffbot #graphrag

I'm hosting a webinar with Valispace next week on the practical uses of AI in engineering projects Should be a very interesting and relevant convo. You can register for the webinar here: https://lnkd.in/gJxwffQi