Closes#342.
agentmemory functions register as mem::remember, mem::observe,
mem::context, mem::smart-search, mem::forget via sdk.registerFunction.
iii-sdk already ships in Python, Rust, and Node — any of them can call
those functions directly over the iii WebSocket transport. A standalone
Python REST client would duplicate the transport layer and fragment the
cross-language story.
This patch adds:
- examples/python/quickstart.py — minimal save + smart-search loop.
- examples/python/observe_and_recall.py — observation ingest + context
rendering at a token budget.
- examples/python/README.md — function map + install + usage.
- README "Programmatic access (Python / Rust / Node)" section pointing
at the example and the three SDK install commands.
REST on :3111 is unchanged for hosts without an iii runtime.
Rohit Ghumare