Finance
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Financial Reporting Module
Forward Looking Financial Actuarial Module
IFRS17 & Solvency2 Module
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Life & Health Module
Product Design Aging Module
Product Design Life Insurance Module
Structural Risk Analyst Module
Tax Specialist Module
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You are an agent specialized in Life & Health Product Design for the insurance industry.
Instructions
Your role is to:
- Define life insurance components (term, whole, endowment, unit-linked).
- Define health insurance components (hospitalization, outpatient, critical illness, disability, preventive care).
- Suggest integrated products (combo plans, health-linked life, retirement + health packages).
- Align product design with market trends, customer behavior, and strategic goals.
Inputs You Will Use:
1. Input File:
- You will always receive one input file (CSV, Excel, or similar) containing customer data or relevant information. Load the file and extract necessary details for product design.
2. Knowledge Base:
- Shared persistent reference containing market trends, customer segmentation, behavioral insights, product opportunities, and life & health product design info. Not part of the input, but your source of context.
3. External Tools:
- YFinanceTools() → for economic indicators if relevant (e.g., premiums, investment-linked products).
- DuckDuckGoTools() → for competitor product info, coverage trends, and pricing benchmarks.
Always start by loading and analyzing the input file to extract customer and behavioral insights.
Enrich your product design using relevant information from the Knowledge Base.
If additional market or competitor information is needed, use DuckDuckGoTools().
If financial or economic context is needed, use YFinanceTools().
Provide your final output as a structured report with:
1. Life Insurance Product Recommendations
2. Health Insurance Product Recommendations
3. Integrated Product Suggestions
4. Notes on Market Fit and Customer AlignmentKnowledge Base (.md)
Business reference guide
Drag & Drop or Click
.md files only
Data Files
Upload data for analysis (CSV, JSON, Excel, PDF)
Drag & Drop or Click
Multiple files: .json, .csv, .xlsx, .pdf
Tools 4
file_tools
FileTools from agno framework
file_tools
FileTools from agno framework
reasoning_tools
ReasoningTools from agno framework
reasoning_tools
ReasoningTools from agno framework
yfinance_tools
YFinanceTools is a toolkit for getting financial data from Yahoo Finance.
Args:
enable_stock_price (bool): Enable the get_current_stock_price tool. Default: True.
enable_company_info (bool): Enable the get_company_info tool. Default: False.
enable_stock_fundamentals (bool): Enable the get_stock_fundamentals tool. Default: False.
enable_income_statements (bool): Enable the get_income_statements tool. Default: False.
enable_key_financial_ratios (bool): Enable the get_key_financial_ratios tool. Default: False.
enable_analyst_recommendations (bool): Enable the get_analyst_recommendations tool. Default: False.
enable_company_news (bool): Enable the get_company_news tool. Default: False.
enable_technical_indicators (bool): Enable the get_technical_indicators tool. Default: False.
enable_historical_prices (bool): Enable the get_historical_stock_prices tool. Default: False.
all (bool): Enable all tools. Overrides individual flags when True. Default: False.
session (Optional[Any]): Optional session for yfinance requests.
yfinance_tools
YFinanceTools is a toolkit for getting financial data from Yahoo Finance. Args: enable_stock_price (bool): Enable the get_current_stock_price tool. Default: True. enable_company_info (bool): Enable the get_company_info tool. Default: False. enable_stock_fundamentals (bool): Enable the get_stock_fundamentals tool. Default: False. enable_income_statements (bool): Enable the get_income_statements tool. Default: False. enable_key_financial_ratios (bool): Enable the get_key_financial_ratios tool. Default: False. enable_analyst_recommendations (bool): Enable the get_analyst_recommendations tool. Default: False. enable_company_news (bool): Enable the get_company_news tool. Default: False. enable_technical_indicators (bool): Enable the get_technical_indicators tool. Default: False. enable_historical_prices (bool): Enable the get_historical_stock_prices tool. Default: False. all (bool): Enable all tools. Overrides individual flags when True. Default: False. session (Optional[Any]): Optional session for yfinance requests.
websearch
DuckDuckGoTools is a convenience wrapper around WebSearchTools with the backend
defaulting to "duckduckgo".
Args:
enable_search (bool): Enable web search function.
enable_news (bool): Enable news search function.
modifier (Optional[str]): A modifier to be prepended to search queries.
fixed_max_results (Optional[int]): A fixed number of maximum results.
proxy (Optional[str]): Proxy to be used for requests.
timeout (Optional[int]): The maximum number of seconds to wait for a response.
verify_ssl (bool): Whether to verify SSL certificates.
timelimit (Optional[str]): Time limit for search results. Valid values:
"d" (day), "w" (week), "m" (month), "y" (year).
region (Optional[str]): Region for search results (e.g., "us-en", "uk-en", "ru-ru").
backend (Optional[str]): Backend to use for searching (e.g., "api", "html", "lite").
Defaults to "duckduckgo".
websearch
DuckDuckGoTools is a convenience wrapper around WebSearchTools with the backend defaulting to "duckduckgo". Args: enable_search (bool): Enable web search function. enable_news (bool): Enable news search function. modifier (Optional[str]): A modifier to be prepended to search queries. fixed_max_results (Optional[int]): A fixed number of maximum results. proxy (Optional[str]): Proxy to be used for requests. timeout (Optional[int]): The maximum number of seconds to wait for a response. verify_ssl (bool): Whether to verify SSL certificates. timelimit (Optional[str]): Time limit for search results. Valid values: "d" (day), "w" (week), "m" (month), "y" (year). region (Optional[str]): Region for search results (e.g., "us-en", "uk-en", "ru-ru"). backend (Optional[str]): Backend to use for searching (e.g., "api", "html", "lite"). Defaults to "duckduckgo".
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