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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.

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Categories

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AI and machine learning

Machine learning models, NLP, text classification, embeddings, and AI-powered analysis. Includes scikit-learn, transformers, Hugging Face Hub, and TabPFN.

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Communications

Send messages, notifications, and integrate with communication platforms. Includes Slack integration.

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Data analysis

Statistical analysis, data profiling, aggregation, and exploratory data analysis. Powered by pandas, SciPy, and StatsModels.

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Data visualization

Charts, graphs, dashboards, and interactive visualizations. Includes matplotlib, plotly, seaborn, bokeh, and ECharts.

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Database

Query databases, manage connections, and process results. Supports 25+ database types through DuckDB, SQLAlchemy, and native connectors.

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Desktop environment

Screenshot capture, browser automation, and computer use capabilities via Playwright.

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Development libraries

Core programming libraries and frameworks for data processing and analysis.

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Development tools

Code execution, debugging, and development utilities. Python and SQL execution engines.

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File processing

Import, export, and transform files. Supports CSV, XLSX, JSON, PDF, and other formats.

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GIS and mapping

Geographic data processing, mapping, and spatial analysis. Create choropleth maps, bubble maps, and population maps.

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Internet and networking

Web search, URL fetching, API calls, and web scraping. Includes Google Search, deep research, and data finder.

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Multimedia and graphics

Image generation, image processing, and visual content creation.

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Science and research

Research tools, academic data sources, and scientific computing utilities.

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Scientific computing

Numerical computing, optimization, and signal processing. Powered by NumPy, SciPy, and specialized scientific libraries.

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Security

Data validation, credential management, and secure data handling.

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System administration

Environment configuration, system monitoring, and resource management.

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Terminals

Command-line execution and shell operations.

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Text processing

Text manipulation, parsing, extraction, regex, and natural language processing. Includes BeautifulSoup and text transformation tools.

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Utilities

General-purpose utilities including date/time handling, format conversion, and data validation.

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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.

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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.