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| # Import libraries | |
| from pydantic import BaseModel, Field | |
| from typing import List | |
| from agents import Agent | |
| # Define the number of web searches | |
| HOW_MANY_SEARCHES = 3 | |
| # Define instructions for the planner agent | |
| PLANNER_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." | |
| # Create the pydantic model to store the planned searches | |
| 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=f"A list of web searches to perform to best answer the query") | |
| # Create the planner_agent | |
| planner_agent = Agent( | |
| name="Planner Agent", | |
| instructions=PLANNER_INSTRUCTIONS, | |
| model="gpt-4o-mini", | |
| output_type=WebSearchPlan | |
| ) |