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Time Decayed Knowledge Graph for AI memory systems

Project description

🧠 TDKG — Time Decayed Knowledge Graph

A memory layer for AI systems that forgets intelligently.

Why?

LLMs and AI systems suffer from:

  • Context overload
  • No temporal awareness
  • Static memory

TDKG solves this by:

  • Decaying unused knowledge
  • Reinforcing frequently accessed data
  • Returning only relevant context

Install

pip install tdkg

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