Three JS Knowledge Graph Feedback Requested!

Just wanted to share what we’re working on with Three JS visualizations and see if we can get some feedback.

We have a lot of AI and Knowledge Graph tech we’re using on topic extraction and response workflows. This shows it as a support tool when reviewing new material with a lot of complex subjects - e.g. Mike Benz here throwing out acronyms of organizations every few seconds!

  • We pick these out using topic extraction,
  • Generate explanations
  • link up related topics to help people understand what is being discussed and how it relates.

The use cases we were looking to deploy are:

  • Entertainment - help people better follow and learn on their own time,
  • Education and learning - self hosted knowledge graphs that track your understanding versus a “curriculum view” of a topic and then can generate content to help you fill in the gaps
  • Organizations tracking knowledge across all conversations, documentation and then using Live Kits agents to better recall knowledge, insert questions or catch risks.

A lot of the AI components, Graph work we have in place but very keen to explore different ideas to visualize this or to explore how people would navigate through or engage with this material.

Some examples would be:

  • What does it look like to follow a topic down a rabbit hole
  • How would you visualize in a graph the knowledge a student has, versus that which they need to learn?
  • How would you show the next steps in a knowledge journey or different “google maps” routes to get where you want to go?
1 Like

Impressive! :clap:t2: :clap:t2: :clap:t2: :slightly_smiling_face: :+1:t2:

1 Like

Thank you. We’re looking to get the whole stack open sourced and runnable on a mac mini :slight_smile:

One area we’re looking it is the ability to use this as a personal learning tool (without Google / Apple owning all your data).

https://twitter.com/stakwork/status/1879868912445325814

  • Run a local graph that can track what you’ve seen and test your knowledge (e.g. spaced repetition tests)
  • Then we can map your knowledge graph against the “full” graph to understand the gap.
  • Local agents guide you through the missing pieces with unique content and analogies.
  • Track student learning.
  • Project forwards to future topics of interest and guide student through learning with “Learning Google Maps” to help you where you want to go :slight_smile:
1 Like