active

Memory Graph

Connects conversations, decisions, architecture, and retrieval ideas.

Memory Graph

The PUNNARAJ MUD should behave like a memory graph: each document is a node, and links show how intent, decisions, and implementation details depend on each other.

Current seed model

• Conversation context becomes Markdown notes.
• Notes are connected with wiki links.
• Search and graph navigation provide retrieval.
• Future AI context can use the vault as a retrieval source.

flowchart TD
  A[Conversation] --> B[Markdown note]
  B --> C[Linked MUD vault]
  C --> D[Static website]
  C --> E[AI retrieval context]
  E --> F[Better future updates]

Future vector layer

A future memory controller can index the Markdown vault into embeddings, but the canonical source should remain Markdown. This keeps the project portable and auditable.