What You’ll Find Inside
Getting Started Recipes
Learn the fundamentals with step-by-step examples on how to build Search Services, Thematic Screening Tools, and more.Core Techniques
Go deeper with guides like Build Your First RAG, Similarity Search Demystified, Search with Re-Ranking, and Global All-Cap Screening in One Batch Job — designed to help you optimize performance and scalability.Use Cases
Explore use cases for business and finance, including:- Conversational AI
- Search & Discovery
- Market & Financial Analysis
- Risk Management
- Screening & Monitoring
- Insights & Reporting
Who It’s For
Cookbooks are designed for developers, data scientists, and analysts who want working solutions, not just references. They serve as a bridge between the API Reference (the technical details) and real-world outcomes (ready-to-run applications). If the SDK Reference is your toolbox, think of Cookbooks as your blueprints, showing you how to build powerful applications on top of Bigdata.com.Share Your Journey
Building with Bigdata? We’d love to collaborate with you on your ideas! All cookbook code is available in our public GitHub repository, where you can explore ready-to-use notebooks, share modifications, and contribute your innovative approaches. Whether you’re adapting existing recipes or creating entirely new ones, we’re excited to see your creative solutions and work together to advance financial analysis at scale.Conversational AI
Research Widget
Integrate a chat widget into your applications for seamless research interactions.
Build Your Own MCP
Create custom MCP servers to integrate Bigdata Research Tools with your preferred AI clients.
Search and Discovery
Build Your First RAG
Build a Retrieval-Augmented Generation solution with Bigdata.com
Similarity Search Demystified
Understand and implement similarity search for better content discovery.
Search with Re-Ranking
Enhance search relevance with advanced re-ranking techniques.
Global All-Cap Screening in One Batch Job
Explore the Global All-Cap universe in a single batch job—one upload, one download, no client-side rate limiting.
Market and Financial Analysis
Pricing Power Analysis
Analyze competitive positioning and pricing advantages by tracking sentiment patterns in news coverage across company watchlists.
Liquid Cooling Market Watch
Identify liquid cooling technology providers and adopters while tracking volume trends of news coverage for each company over time.
AI Cost Cutting Analysis
Identify AI cost cutting solution providers and users while tracking technology relationships across industries.
AI Revenue Generation Analysis
Identify AI revenue generation solution providers and users while mapping technology ecosystem relationships across companies.
Tracking Inflation Drivers
Generate comprehensive US inflation reports by analyzing economic drivers and categorizing inflationary pressures across news coverage.
Election Monitoring
Analyze corporate executive positioning on elections by detecting positive and negative impacts across executive transcripts.
Crypto Institutional Adoption
Assess crypto exposure to institutional adoption trends using premium sources and thematic screening methodology adapted for digital assets.
Risk Management
Risk Analyzer
Quantify corporate vulnerability to geopolitical and economic threats by extracting risk signals from diverse financial documents and news.
Deploy Your Risk Analyzer
Learn how to run your own financial risk analyzer service with a pre-built Docker image and the Bigdata API.
AI Threat Assessment
Assess corporate resilience to AI disruption by measuring both vulnerability risks and strategic adoption initiatives across multiple data sources.
Regulation Risks
Evaluate regulatory exposure and compliance strategies across tech companies using automated risk scoring from filings, transcripts, and news.
US Tariffs: Risks & Strategies
Automated analysis of trade tariff risks and corporate mitigation strategies using AI-powered risk taxonomies and multi-source content analysis.
Rising Bond Spread Risks
Analyze sovereign exposure to bond market spillover effects across Western Europe using risk taxonomies and sentiment analysis of financial news.
Screening and Monitoring
Thematic Screeners
Systematically connect companies to investment themes using AI-powered analysis of earnings call transcripts.
Deploy Your Thematic Screener
Learn how to run your own thematic screening service with a pre-built Docker image and the Bigdata API.
Credit Ratings Monitoring
Detect and analyze credit rating events across your portfolio with structured timelines, outlook tracking, and exportable datasets.
Board Management Monitoring
Monitor specific executives and board members across news coverage using entity tracking to analyze management exposure and media mention patterns.
Self-Updating Thematic Dashboards with MCP
Ship grounded, self-updating thematic dashboards from Remote MCP (search, market and country tearsheets) with citations baked into the data layer.
Insights and Reporting
Brief Generation
Learn how to run your own financial brief generation service for your watchlist with a pre-built Docker image and the Bigdata API.
Daily Digests
Automated daily digest generation across various market topics and themes.
Central Bank Announcements
Monitor central bank communications and policy announcements with automated analysis of market impact.
Crude Oil Market Trend Analysis
Transform crude oil market news into structured daily digests with automated topic clustering, impact scoring, and professional HTML reports.
Narrative Miners
Track the “AI Bubble Concerns” narrative as it emerges and evolves across news, earnings calls, and regulatory filings.