# Summary: new Agent SDK API is added in https://github.com/meta-llama/llama-stack-client-python/pull/178 Update docs and test to reflect this. Closes https://github.com/meta-llama/llama-stack/issues/1365 # Test Plan: ```bash py.test -v -s --nbval-lax ./docs/getting_started.ipynb LLAMA_STACK_CONFIG=fireworks \ pytest -s -v tests/integration/agents/test_agents.py \ --safety-shield meta-llama/Llama-Guard-3-8B --text-model meta-llama/Llama-3.1-8B-Instruct ```
Summary: - [new] Agent concepts (session, turn) - [new] how to write custom tools - [new] non-streaming API and how to get outputs - [update] remaining `memory` -> `rag` rename - [new] note importance of `instructions` Test Plan: read