Quickstart

{
  "run": {
    "run_id": "trun_0824bb53c79c407b89614ba22e9db51c",
    "status": "completed",
    "is_active": false,
    "warnings": [],
    "processor": "core",
    "metadata": null,
    "created_at": "2025-04-24T16:05:03.403102Z",
    "modified_at": "2025-04-24T16:05:33.099450Z"
  },
  "output": {
    "content": {
      "funding_sources": "The United Nations' funding comes from governments, multilateral partners, and other non-state entities. This funding is acquired through assessed and voluntary contributions from its member states.",
      "employee_count": "10001+ employees",
      "founding_date": "10-1945"
    },
    "basis": [
      {
        "field": "funding_sources",
        "citations": [
          {
            "title": "Funding sources",
            "url": "https://www.financingun.report/un-financing/un-funding/funding-entity",
            "excerpts": [
              "The UN system is funded by a diverse set of partners: governments, multilateral partners, and other non-state funding."
            ]
          },
          {
            "title": "US Funding for the UN",
            "url": "https://betterworldcampaign.org/us-funding-for-the-un",
            "excerpts": [
              "Funding from Member States for the UN system comes from two main sources: assessed and voluntary contributions."
            ]
          }
        ],
        "reasoning": "The United Nations' funding is derived from a diverse set of partners, including governments, multilateral organizations, and other non-state entities, as stated by financingun.report. According to betterworldcampaign.org, the funding from member states is acquired through both assessed and voluntary contributions.",
        "confidence": "high"
      },
      {
        "field": "employee_count",
        "citations": [
          {
            "title": "Funding sources",
            "url": "https://www.financingun.report/un-financing/un-funding/funding-entity",
            "excerpts": []
          }
        ],
        "reasoning": "The UN employs approximately 37,000 people, with a total personnel count of 133,126 in 2023.",
        "confidence": "low"
      },
      {
        "field": "founding_date",
        "citations": [
          {
            "title": "Funding sources",
            "url": "https://www.financingun.report/un-financing/un-funding/funding-entity",
            "excerpts": []
          },
          {
            "title": "History of the United Nations",
            "url": "https://www.un.org/en/about-us/history-of-the-un",
            "excerpts": [
              "The United Nations officially began, on 24 October 1945, when it came into existence after its Charter had been ratified by China, France, the Soviet Union, ..."
            ]
          },
          {
            "title": "The Formation of the United Nations, 1945",
            "url": "https://history.state.gov/milestones/1937-1945/un",
            "excerpts": [
              "The United Nations came into existence on October 24, 1945, after 29 nations had ratified the Charter. Table of Contents. 1937–1945: Diplomacy and the Road to ..."
            ]
          }
        ],
        "reasoning": "The United Nations officially began on October 24, 1945, as stated in multiple sources including the UN's official history and the US Department of State's historical milestones. This date is when the UN came into existence after its Charter was ratified by key member states.",
        "confidence": "high"
      }
    ],
    "type": "json"
  }
}

import asyncio
import os

from parallel import AsyncParallel
from pydantic import BaseModel, Field
from typing import List

class CountryInput(BaseModel):
    country: str = Field(
        description="Name of the country to research. Must be a recognized "
        "sovereign nation (e.g., 'France', 'Japan')."
    )
    year: int = Field(
        description="Year for which to retrieve data. Must be 2000 or later. "
                    "Use most recent full-year estimates if year is current."
    )

class CountryOutput(BaseModel):
    gdp: str = Field(
        description="GDP in USD for the year, formatted like '$3.1 trillion (2023)'."
    )
    top_exports: List[str] = Field(
        description="Top 3 exported goods/services by value. Use credible sources."
    )
    top_imports: List[str] = Field(
        description="Top 3 imported goods/services by value. Use credible sources."
    )

async def main():
    # Initialize the Parallel client
    client = AsyncParallel(api_key=os.environ.get("PARALLEL_API_KEY"))

    # Prepare structured input
    input_data = [
        CountryInput(country="France", year=2023),
        CountryInput(country="Germany", year=2023),
        CountryInput(country="Italy", year=2023)
    ]

    run_results = await asyncio.gather(*[
        client.task_run.execute(
            input=datum,
            output=CountryOutput,
            processor="core"
        )
        for datum in input_data
    ])

    for run_input, run_result in zip(input_data, run_results):
        print(f"Task run output for {run_input}: {run_result.output.parsed}")

if __name__ == "__main__":
    asyncio.run(main())