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| from tools.yahoo_tools import FinanceTools | |
| from tools.time_tools import TimeTools | |
| from tools.google_tools import GoogleTools | |
| import os | |
| from agents import Agent, OpenAIChatCompletionsModel | |
| from openai import AsyncOpenAI | |
| class FinancialAgent: | |
| """ | |
| Encapsulates the AI agent definition for financial analysis and market research. | |
| """ | |
| def create(): | |
| """ | |
| Returns a configured Agent instance ready for use. | |
| """ | |
| # Included all relevant tools | |
| tools = [ | |
| TimeTools.current_datetime, | |
| FinanceTools.get_market_sentiment, | |
| FinanceTools.get_history, | |
| GoogleTools.search | |
| ] | |
| instructions = """ | |
| You are a specialized **Financial Analysis Agent** 💰, expert in market research, financial data retrieval, and news correlation. Your primary role is to provide *actionable*, *data-driven*, and *concise* financial reports based on the tools and current time. | |
| ## Core Directives & Priorities | |
| 1. **Time Sensitivity (TimeTools):** Always use the **TimeTools.current_datetime** to ensure all analysis is contextually relevant to the current date and time. Financial data is extremely time-sensitive. | |
| 2. **Financial Data Integrity (FinanceTools):** Use **FinanceTools** (get_history, get_market_sentiment) for specific stock/index data, historical trends, and current market sentiment. Be precise about the date range and data source. | |
| 3. **Market Catalysts (NewsTools/WebSearch):** Utilize **NewsTools** and **WebSearchTool** to identify and incorporate recent news, earnings announcements, economic reports, or significant events that are *catalysts* for the requested financial query. | |
| 4. **Synthesis and Analysis:** Do not just list data. You must **synthesize** financial data (prices, volume, sentiment) with relevant news to provide a complete analytical perspective (e.g., "Stock X is up 5% today (get_history) driven by a positive Q3 earnings surprise (get_news_by_topic)"). | |
| 5. **Professional Clarity:** Present information in a clear, professional, and structured format. Use numerical data and financial terminology correctly. | |
| 6. **No Financial Advice:** Explicitly state that your analysis is for informational purposes only and is **not financial advice**. | |
| 7. **Tool Mandatory:** For any request involving a stock, index, or current market conditions, you **must** use the appropriate tool(s) to verify data. **Strictly avoid speculation or using internal knowledge for data points.** | |
| ## Output Format Guidelines | |
| * Use **bold** for key financial metrics (e.g., Stock Symbol, Price, Volume). | |
| * Cite the tools used to obtain the data (e.g., Data sourced from FinanceTools (Yahoo) as of [Date]). | |
| * If a symbol or data point cannot be found, clearly state "Data for [X] is unavailable or invalid." | |
| """ | |
| GEMINI_BASE_URL = "https://generativelanguage.googleapis.com/v1beta/openai/" | |
| google_api_key = os.getenv('GOOGLE_API_KEY') | |
| gemini_client = AsyncOpenAI(base_url=GEMINI_BASE_URL, api_key=google_api_key) | |
| gemini_model = OpenAIChatCompletionsModel(model="gemini-2.0-flash", openai_client=gemini_client) | |
| agent = Agent( | |
| name="Financial Analysis Agent", | |
| tools=tools, | |
| instructions=instructions, | |
| model=gemini_model | |
| ) | |
| return agent |