Documentation Index
Fetch the complete documentation index at: https://sourcetable.com/docs/llms.txt
Use this file to discover all available pages before exploring further.
Sourcetable’s tool library contains hundreds of tools organized into 21 categories. The AI assistant selects the right tools automatically, but you can browse the library to understand what’s available.
Categories
AI and machine learning
Machine learning models, NLP, text classification, embeddings, and AI-powered analysis. Includes scikit-learn, transformers, Hugging Face Hub, and TabPFN.
Communications
Send messages, notifications, and integrate with communication platforms. Includes Slack integration.
Data analysis
Statistical analysis, data profiling, aggregation, and exploratory data analysis. Powered by pandas, SciPy, and StatsModels.
Data visualization
Charts, graphs, dashboards, and interactive visualizations. Includes matplotlib, plotly, seaborn, bokeh, and ECharts.
Database
Query databases, manage connections, and process results. Supports 25+ database types through DuckDB, SQLAlchemy, and native connectors.
Desktop environment
Screenshot capture, browser automation, and computer use capabilities via Playwright.
Development libraries
Core programming libraries and frameworks for data processing and analysis.
Code execution, debugging, and development utilities. Python and SQL execution engines.
File processing
Import, export, and transform files. Supports CSV, XLSX, JSON, PDF, and other formats.
GIS and mapping
Geographic data processing, mapping, and spatial analysis. Create choropleth maps, bubble maps, and population maps.
Internet and networking
Web search, URL fetching, API calls, and web scraping. Includes Google Search, deep research, and data finder.
Image generation, image processing, and visual content creation.
Science and research
Research tools, academic data sources, and scientific computing utilities.
Scientific computing
Numerical computing, optimization, and signal processing. Powered by NumPy, SciPy, and specialized scientific libraries.
Security
Data validation, credential management, and secure data handling.
System administration
Environment configuration, system monitoring, and resource management.
Terminals
Command-line execution and shell operations.
Text processing
Text manipulation, parsing, extraction, regex, and natural language processing. Includes BeautifulSoup and text transformation tools.
Utilities
General-purpose utilities including date/time handling, format conversion, and data validation.
Financial AI
25+ institutional-grade financial analysis tools covering fundamental analysis, technical analysis, sentiment analysis, portfolio management, risk management, backtesting, and trade execution. See the Quant section for details.
Integrations
Direct integrations with Google Analytics, Google Ads, Facebook Ads, Google Search Console, Google Drive, LinkedIn, and TikTok for pulling data directly from these platforms.
