2_cache_config_ttl.py

"""
Extended 1-hour cache via cache_config.

`cache_config={"ttl": "1h"}` opts into Anthropic's 1-hour cache instead of the
5-minute default — it survives longer gaps between requests (2x write cost). The
required extended-cache beta header is attached automatically.

    export ANTHROPIC_API_KEY="sk-ant-..."
    python 2_cache_config_ttl.py
"""

from swarms import Agent

SYSTEM_PROMPT = (
    "You are a senior financial analyst. Ground every claim in fundamentals, "
    "state assumptions explicitly, and provide analysis only — never "
    "personalized investment advice. " * 200
)

agent = Agent(
    agent_name="Analyst",
    system_prompt=SYSTEM_PROMPT,
    model_name="claude-opus-4-8",
    prompt_caching=True,
    cache_config={"ttl": "1h"},  # extended cache
    max_loops=1,
    temperature=None,
)

print(agent.run("Summarize your standing instructions in one line."))