Semantic Memory Graph

A cognitive-architecture-inspired system that represents ideas as nodes inside a continuously evolving graph.

Architecture

• Graph Layer: Abstraction over NetworkX (MVP) or Neo4j.
• Embedding Layer: Handles semantic vector generation (Mock for MVP).
• Core Logic:
  • NodeManager: CRUD for thoughts.
  • EdgeManager: Semantic connections.
  • RulesEngine: Evolution logic (decay, clustering).
• API: FastAPI interface.

Setup

1. Install dependencies:

   pip install -r requirements.txt

2. Run the API:

   uvicorn src.api.main:app --reload