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Agent Setup and Tool Definition

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Linked challenge: Agent for Personalized Market Insights with Voice UI

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Linked challenge
Agent for Personalized Market Insights with Voice UI

Prompt source

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Initialize your OpenAI agent using the **OpenAI Agents SDK**. Define at least two custom tools: one for fetching real-time stock data from Alpha Vantage (`get_stock_info(symbol: str)`) and another for fetching company news (`get_company_news(company_name: str)`). Provide the Python code for defining these tools and for initializing the agent with **GPT-4o**.

Adaptation plan

Keep the source stable, then change the prompt in a predictable order so the next run is easier to evaluate.

Keep stable

Hold the task contract and output shape stable so generated implementations remain comparable.

Tune next

Update libraries, interfaces, and environment assumptions to match the stack you actually run.

Verify after

Test failure handling, edge cases, and any code paths that depend on hidden context or secrets.