Putting it together

A research team whose members have tools, memory, and document knowledge — then served over HTTP.

from neuroagent import Agent, Team, TeamMember, tool

@tool
def web_search(query: str) -> str:
    """Search the web for up-to-date information."""
    ...

researcher = Agent(provider="openai", tools=[web_search], rag=True, memory="sqlite")
researcher.load_document("internal_strategy.pdf")

writer   = Agent(provider="anthropic", system_prompt="You write crisp executive summaries.")
reviewer = Agent(provider="openai",    system_prompt="You fact-check and tighten prose.")

team = Team(
    [
        TeamMember("researcher", researcher, "gathers internal + web context"),
        TeamMember("writer", writer, "drafts the summary"),
        TeamMember("reviewer", reviewer, "reviews for accuracy"),
    ],
    pattern="pipeline",
)

print(team.run("Brief the board on our AI strategy vs. competitors.").content)

Runnable scripts

All offline (no API key needed) — live in examples/ on GitHub:

python examples/quickstart.py