Non-CLI Functionality

HTTP API (afs-server)

• Purpose: Programmatic access to AFS via REST.
• Entry point: afs-server (FastAPI, default 127.0.0.1:8080).
• What it includes:
  • Memory CRUD, search, export
  • Graph queries (neighborhood, shortest/weighted path, edges)
  • Sessions CRUD + context
  • Attachments upload/list/download/delete
  • Swarm join/share
  • Admin metrics + audit
  • Scheduler start/stop/status

Python API

• MemoryEngine (core): CRUD, search, graph, attachments, scheduler
• SessionManager: create/get/list/add_turn/context/archive/delete
• SwarmManager: register_agent/share/ingest
• AttachmentStore: store/retrieve/delete/list

Configuration Surface

• MemorySystemSettings defines all config fields.
• CLI operations: afs admin config show|set|export|import|validate.

Audit Taxonomy

• Import afs.audit_taxonomy to use canonical operation names for audit queries.