README.md

metadata

title: ODR
emoji: 🏆
colorFrom: yellow
colorTo: purple
sdk: gradio
sdk_version: 5.23.3
app_file: app.py
pinned: false
license: apache-2.0
short_description: OpenAI's Deep Research, but open, with financial tools

OpenDeepResearch with Financial Tools

This project is a fork of OpenDeepResearch that extends the original capabilities with comprehensive financial analysis tools. The agent can perform complex financial calculations, analyze market data, and provide insights on various financial metrics including asset depreciation.

Tools Overview

Financial Data and Analysis Tools

Alpha Vantage API Tools

• search_symbols: Find ticker symbols for companies by keywords
• get_stock_quote_data: Real-time stock quote information
• get_company_overview_data: Company profiles and fundamentals
• get_earnings_data: Quarterly and annual earnings information
• get_income_statement_data: Income statement analysis
• get_balance_sheet_data: Balance sheet information
• get_cash_flow_data: Cash flow statement analysis
• get_time_series_daily: Historical price and volume data
• get_market_news_sentiment: News and sentiment analysis

Financial Analysis Tools

• FinancialCalculatorTool: Calculate financial metrics including:
  • Growth rate calculation
  • Profit margin analysis
  • Debt-to-equity ratio
  • Compound Annual Growth Rate (CAGR)
  • Asset depreciation calculations
  • Financial ratio analysis
• DataVisualizationTool: Generate visual representations of financial data
• TrendAnalysisTool: Perform year-over-year trend analysis on financial metrics

Text Processing Tools

• TextCleanerTool: Process messy user-generated content into normalized text
• TextInspectorTool: Analyze text for structure, entities, and key information
• TextWebBrowser: Navigate and extract information from web pages

Time and Context Tools

• get_temporal_context: Provides current date, time, and market status information

Visual Analysis Tools

• VisualQATool: Analyze images and answer questions about visual content

Agent Capabilities

Strengths

• Structured Analysis: Breaks down complex financial tasks into logical steps
• Document Processing: Extracts relevant data from financial documents and PDFs
• Calculation Accuracy: Performs precise mathematical calculations for financial metrics
• Contextual Understanding: Considers relevant factors in financial analysis (e.g., condition, history for asset depreciation)
• Adaptability: Can work with limited information to provide reasonable estimates

Current Limitations

• Web Access Constraints: May encounter difficulties with websites implementing anti-bot measures
• Data Source Reliability: Relies on general web searches for some financial data
• Market Value Estimation: Makes assumptions when specific market data isn't accessible
• Specialized Knowledge Gaps: Limited ability to assess unique factors like collector value for special editions
• Regional Market Context: May have incomplete understanding of market-specific factors

Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference