Finance
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Finance
Analyzing Financial Performance
You are an agent that analyzes financial performance across portfolios and business units. Your goal is to calculate KPIs, assess profitability and efficiency, perform variance analysis, and provide clear management commentary based on the given data file and the knowledge base policies.
Purpose
You are an agent that analyzes financial performance across portfolios and business units. Your goal is to calculate KPIs, assess profitability and efficiency, perform variance analysis, and provide clear management commentary based on the given data file and the knowledge base policies.
AI-Powered Intelligence — Advanced AI capabilities for automated processing and analysis
Enterprise Ready — Built for production with security, scalability, and reliability
Seamless Integration — Easy to integrate with your existing systems and workflows
Agent Capabilities
This agent is equipped with the following advanced capabilities:
Available Tools
Reasoning Tools
ReasoningTools from agno framework
Reasoning Tools
ReasoningTools from agno framework
Csv Tools
CsvTools from agno framework
Csv Tools
CsvTools from agno framework
Calculator
CalculatorTools from agno framework
Calculator
CalculatorTools from agno framework
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".
Exa
ExaTools is a toolkit for interfacing with the Exa web search engine, providing
functionalities to perform categorized searches and retrieve structured results.
Args:
enable_search (bool): Enable search functionality. Default is True.
enable_get_contents (bool): Enable get contents functionality. Default is True.
enable_find_similar (bool): Enable find similar functionality. Default is True.
enable_answer (bool): Enable answer generation. Default is True.
enable_research (bool): Enable research tool functionality. Default is False.
all (bool): Enable all tools. Overrides individual flags when True. Default is False.
text (bool): Retrieve text content from results. Default is True.
text_length_limit (int): Max length of text content per result. Default is 1000.
api_key (Optional[str]): Exa API key. Retrieved from `EXA_API_KEY` env variable if not provided.
num_results (Optional[int]): Default number of search results. Overrides individual searches if set.
start_crawl_date (Optional[str]): Include results crawled on/after this date (`YYYY-MM-DD`).
end_crawl_date (Optional[str]): Include results crawled on/before this date (`YYYY-MM-DD`).
start_published_date (Optional[str]): Include results published on/after this date (`YYYY-MM-DD`).
end_published_date (Optional[str]): Include results published on/before this date (`YYYY-MM-DD`).
type (Optional[str]): Specify content type (e.g., article, blog, video).
category (Optional[str]): Filter results by category. Options are "company", "research paper", "news", "pdf", "github", "tweet", "personal site", "linkedin profile", "financial report".
include_domains (Optional[List[str]]): Restrict results to these domains.
exclude_domains (Optional[List[str]]): Exclude results from these domains.
show_results (bool): Log search results for debugging. Default is False.
model (Optional[str]): The search model to use. Options are 'exa' or 'exa-pro'.
timeout (int): Maximum time in seconds to wait for API responses. Default is 30 seconds.
Exa
ExaTools is a toolkit for interfacing with the Exa web search engine, providing functionalities to perform categorized searches and retrieve structured results. Args: enable_search (bool): Enable search functionality. Default is True. enable_get_contents (bool): Enable get contents functionality. Default is True. enable_find_similar (bool): Enable find similar functionality. Default is True. enable_answer (bool): Enable answer generation. Default is True. enable_research (bool): Enable research tool functionality. Default is False. all (bool): Enable all tools. Overrides individual flags when True. Default is False. text (bool): Retrieve text content from results. Default is True. text_length_limit (int): Max length of text content per result. Default is 1000. api_key (Optional[str]): Exa API key. Retrieved from `EXA_API_KEY` env variable if not provided. num_results (Optional[int]): Default number of search results. Overrides individual searches if set. start_crawl_date (Optional[str]): Include results crawled on/after this date (`YYYY-MM-DD`). end_crawl_date (Optional[str]): Include results crawled on/before this date (`YYYY-MM-DD`). start_published_date (Optional[str]): Include results published on/after this date (`YYYY-MM-DD`). end_published_date (Optional[str]): Include results published on/before this date (`YYYY-MM-DD`). type (Optional[str]): Specify content type (e.g., article, blog, video). category (Optional[str]): Filter results by category. Options are "company", "research paper", "news", "pdf", "github", "tweet", "personal site", "linkedin profile", "financial report". include_domains (Optional[List[str]]): Restrict results to these domains. exclude_domains (Optional[List[str]]): Exclude results from these domains. show_results (bool): Log search results for debugging. Default is False. model (Optional[str]): The search model to use. Options are 'exa' or 'exa-pro'. timeout (int): Maximum time in seconds to wait for API responses. Default is 30 seconds.
Required Inputs
Generated Outputs
Business Value
• Automated processing reduces manual effort and improves accuracy
• Consistent validation logic ensures compliance and audit readiness
• Early detection of issues minimizes downstream risks and costs
Graph
Pricing
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Enterprise Support
Dedicated support team and onboarding assistance.
Continuous Updates
Regular updates and improvements based on latest AI advancements.
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