from agents import Agent
from pydantic import BaseModel, Field

HOW_MANY_SEARCHES = 5

INSTRUCTIONS = f"You are a helpful research assistant. Given a query, come up with a set of web searches \
to perform to best answer the query. Output {HOW_MANY_SEARCHES} terms to query for."


class WebSearchItem(BaseModel):
    reason: str = Field(
        description="Your reasoning for why this search is important to the query."
    )
    query: str = Field(description="The search term to use for the web search.")


class WebSearchPlan(BaseModel):
    searches: list[WebSearchItem] = Field(
        description="A list of web searches to perform to best answer the query."
    )


planner_agent = Agent(
    name="PlannerAgent",
    instructions=INSTRUCTIONS,
    model="gpt-4o-mini",
    output_type=WebSearchPlan,
)