Use Case: Financial Analysis

Use the SDK to gather real-time market data, analyze stock trends, and provide human-readable summaries.

```python from anote_agents import Agent, Crew from anote_agents.tools import DuckDuckGo, YFinanceTools

Web research Agent

web_agent = Agent( name="WebAgent", role="Search Market News", tools=[DuckDuckGo()], instructions=["Always cite your sources"] )

Finance data Agent

finance_agent = Agent( name="FinanceAgent", role="Analyze Stock Data", tools=[YFinanceTools(stock_price=True, analyst_recommendations=True, company_info=True)], instructions=["Use tables where possible"] )

analysis_crew = Crew( agents=[web_agent, finance_agent], tasks=[], verbose=True )

Hypothetical user input

user_input = { "query": "Please analyze NVDA stock performance and summarize latest news." }

result = analysis_crew.kickoff(inputs=user_input) print("Analysis result:", result) Example Flow

WebAgent retrieves relevant news articles (via DuckDuckGo). FinanceAgent fetches real-time stock data (via YFinanceTools). The Crew compiles the final summarized report.