Neuro-Symbolic AI and Large Language Models Introduction

Introduction

AllegroGraph 8.0.1 provides support for the following:

Neuro-Symbolic AI
Large Language Models (LLM)
Vector Stores

This unique combination of a Knowledge Graph (AllegrGraph itself), Vector Database, and deep LLM integration offers the industry's first Neuro-Symbolic AI Platform. By combining AllegroGraph 8.0.1's built in Symbolic AI Reasoning System with these new features, engineers can achieve unparalleled levels of AI-driven insights and decision-making. 'Neuro-Symbolic' describes the possibilities created by linking neural-network LLM technology with classical AI symbolic reasoning features including graph seach, RDFS++, and Prolog

This document points to the various documentation files describing these capabilities and also to the tutorials and examples showing their use. (Documentation files are also listed just below this file in the documentation index.)

The relevant documents are:

Large Language Models (LLM) and Vector Databases
LLM embedding
LLM Examples

The last file contains numerous examples.

AllegroGraph 8.0.1 Neuro-Symbolic AI and Large Language Models Introduction

Introduction