README
Nucleoid
Neuro-Symbolic AI with Knowledge Graph
Reasoning Engine
Declarative (Logic) Runtime Environment: Extensible Data and Logic Representation
Nucleoid is a declarative, logic-based, contextual runtime for Neuro-Symbolic AI. Nucleoid runtime tracks each statement in IPL-inspired declarative syntax and dynamically creates relationships between both logic and data statements in the knowledge graph to used in decision-making and problem-solving process.
- Adaptive Reasoning: Combines symbolic logic with contextual information to analyze relationships, draw conclusions and incorporating new information and adjusting its conclusions accordingly.
- Logic Graph: Specialized knowledge graph that captures relationships between both logic and data statements based on formal logic, facilitating complex deductions and adapting to new information.
- Explainability: The Logic Graph provides a transparent representation of the reasoning process, making it easier to understand how decisions are reached and potential biases are identified.