from praisonaiagents import DeepResearchAgent

from praisonaiagents import DeepResearchAgent

# OpenAI Deep Research
agent = DeepResearchAgent(
    name="Research Assistant",
    model="o3-deep-research",
    instructions="You are a professional researcher..."
)

result = agent.research("What are the economic impacts of AI on healthcare?")
print(result.report)

for citation in result.citations:
    print(f"- {citation.title}: {citation.url}")

@dataclass
class Citation:
    title: str
    url: str
    start_index: int = 0
    end_index: int = 0

@dataclass
class ReasoningStep:
    text: str
    type: str = "reasoning"

@dataclass
class WebSearchCall:
    query: str
    status: str

@dataclass
class ResearchResult:
    report: str
    citations: List[Citation]
    reasoning_steps: List[ReasoningStep]
    web_searches: List[WebSearchCall]
    metadata: Dict[str, Any]

from praisonaiagents import DeepResearchAgent

# Gemini Deep Research
agent = DeepResearchAgent(
    name="Research Assistant",
    model="deep-research-pro",
    instructions="You are a professional researcher..."
)

result = agent.research("Latest developments in quantum computing")
print(result.report)