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docs: update test_agents to use new Agent SDK API (#1402)

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# 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
```
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ehhuang 2025-03-06 15:21:12 -08:00 • committed by GitHub
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10
docs/source/building_applications/evals.md
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@ -25,17 +25,13 @@ In this example, we will show you how to:
```python
from llama_stack_client.lib.agents.agent import Agent
from llama_stack_client.lib.agents.event_logger import EventLogger
from llama_stack_client.types.agent_create_params import AgentConfig
agent_config = AgentConfig(
agent = Agent(
client,
model="meta-llama/Llama-3.3-70B-Instruct",
instructions="You are a helpful assistant. Use search tool to answer the questions. ",
toolgroups=["builtin::websearch"],
input_shields=[],
output_shields=[],
enable_session_persistence=False,
tools=["builtin::websearch"],
)
agent = Agent(client, agent_config)
user_prompts = [
"Which teams played in the NBA western conference finals of 2024. Search the web for the answer.",
"In which episode and season of South Park does Bill Cosby (BSM-471) first appear? Give me the number and title. Search the web for the answer.",