AI Assistant (Mathnuscripts)

Design for “Ask Mathenge” and RAG over the vault.

Capabilities

Natural-language Q&A over vault + essays
Suggest related notes and reading paths
Draft essays from clustered topics

High-level Design

flowchart LR
  U[User] --> Q[Chat UI]
  Q --> R[Router]
  R -->|Retrieve| E[Embedding Index]
  E --> D[Note Chunks]
  R -->|Generate| L[LLM]
  D --> L
  L --> A[Answer + Links]

Sources