AllegroGraph

Videos covering AllegroGraph, Knowledge Graphs, Neuro-Symbolic AI, and related technologies.

The emerging paradigm of Neuro-Symbolic Artificial Intelligence (AI) stems from the recent efforts to enhance statistical AI (machine learning, LLMs) with the complementary capabilities of Symbolic AI (knowledge and reasoning, Knowledge Graphs). In Neuro-Symbolic AI, Knowledge Graphs are used to guide deep models, while offering a path toward grounding symbols and inducing knowledge from low-level sensory data.

Neuro-Symbolic AI aims to demonstrate the capability to (i) solve hard problems requiring cognitive capabilities (ii) learn with significantly fewer data, ultimately for a large number of tasks rather than one narrow task (iii) provide inherently understandable and controllable decisions and actions.

AllegroGraph, delivers the industry’s first Neuro-Symbolic AI Platform which integrates Knowledge Graphs, a VectorStore, and Deep LLM Integration.

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