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AGInt: the cognitive engine at the heart of mindX — Perception, Orientation, Decision, Action, with RAGE for memory

AGInt: the cognitive engine at the heart of mindX — Perception, Orientation, Decision, Action, with RAGE for memory

Why /core matters, how the P-O-D-A loop connects beliefs to behavior, and the four-tier RAGE memory cascade (STM → LTM → pgvector → IPFS) that keeps the deliberation layer grounded.

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MASTERMIND

MASTERMIND

MASTERMIND is an advanced agency control structure designed for intelligent decision-making and strategic analysis. It orchestrates the interaction between various components of a larger system, managing workflows and ensuring consistency across operations. MASTERMIND integrates modules for prediction, reasoning, logic, non-monotonic reasoning, and more to handle complex tasks dynamically and adaptively. Here are some key aspects of MASTERMIND: Modular Architecture: It coordinates between multiple modules like prediction, logic, and reasoning to process data and execute complex […]

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production_transformer.py

The Transformer architecture is a type of neural network that has advanced natural language processing (NLP) tasks while recently being applied to various other domains including time series prediction. Here’s a detailed look at its key components and how they function: Key Components of Transformer Architecture: How Transformers Work for Financial Forecasting: Practical Considerations: In summary, the Transformer architecture is particularly well-suited for tasks where understanding the relationship between elements of a sequence is crucial, […]

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