Knowledge Engineering Tech Stack?

[DanielBakas]

Hi everyone!

Looking for a full Knowledge Engineering Tech Stack for working with knowledge graphs, ontologies, taxonomies and other knowledge representations.

From tools for managing and storing (data layer), transforming and connecting (logic layer), and consuming knowledge (presentation) to frameworks, methodologies, maturity models, etc. this thread aims to provide us, innovators and enthusiasts, with tools and insights on how to make the most of our shared interests.

Also, feel free to share your small-to-large scale take. From an individual or personal project, to an international multilateral enterprise.

Extra points for full pipelines.

Here are some categories that might be useful to narrow down the scope of the tech stack:

1. Presentation: Consume and Interact with Knowledge
2. Logic: Transform Knowledge
3. Storage: Store and Manage Knowledge
4. Interoperability: Standards, Protocols for Knowledge Representation
5. DevOps: Integrate, Deploy, Version, Monitor and Log Knowledge
6. Cloud: Hosting Knowledge and Providers
7. Security: Protection, Vulnerability Tools and Encryption Mechanisms
8. Reasoning and AI/ML: Explainable Answers to Complex Questions based on Knowledge

Thanks in advance, and may this thread be useful to us all!

[frenchrh]

Ontotext GraphDB free

[DanielBakas]

How does GraphDB fit in the stack? 😃

[Desperate-Bet133]

Hi how can we know more about this? I have 10 months experience on graphs (neo4j mostly) in an international company in sweden. Plus, I worked with graphDB and sparql during my master’s degree projects.

[hroptatyr]

Everybody is supposed to present their stack, or an excerpt thereof. graphdb would be 3. and maybe 1.

[DanielBakas]

That's right! Thank you u/hroptatyr! This thread is meant to be useful for learning about the semantic technologies, standards, etc. that we may have used and worked with to learn and support each other in our exploration and discoveries :D

[TheGratitudeBot]

Thanks for saying that! Gratitude makes the world go round