{"repo":"Empreiteiro/data-talks","free":true,"listed":false,"github":"https://github.com/Empreiteiro/data-talks","clone":"git clone https://github.com/Empreiteiro/data-talks.git","description":"AI-powered data analysis platform. Connect CSV, SQL, BigQuery, Google Sheets and more — ask questions in natural language, get answers with charts.","language":"TypeScript","stars":20,"topics":["agents","data-visualization","t2d","talk-to-data","ai","business-intelligence","data-analysis","llm","medallion-architecture","natural-language-sql"],"license":"Apache-2.0","category":"ai-agents","readme_excerpt":"Data Talks An intelligent data analysis platform that lets you connect data sources, configure AI agents, and get insights through natural language questions. Overview Data Talks is a web app that changes how you work with your data. Through a simple interface you can: - Connect data sources (CSV, XLSX, BigQuery, SQL databases) - Configure custom AI agents - Ask questions in natural language about your data - Get visual answers with charts and tables - Set up alerts for ongoing monitoring Main features Data source management - File upload : CSV, XLSX, JSON/JSONL, Parquet, SQLite databases - BigQuery : Direct Google BigQuery integration - SQL databases : PostgreSQL, MySQL, MongoDB, Snowflake, and other SQL-compatible databases - Google Sheets & Microsoft Excel Online : Direct spreadsheet connections - Cloud storage : Amazon S3 / MinIO buckets - REST APIs : Generic connector for any JSON-returning API - SaaS integrations : Stripe, Salesforce, HubSpot, Pipedrive, Shopify, Intercom, Notion, Jira, GA4, GitHub Analytics, AWS Cost — each with pre-built table catalogs and report templates - Automatic metadata : Column and type detection, sample profile, top-values stats - Data preview : First rows preview Source onboarding wizard After connecting a source (or selecting several together), an LLM-driven flow captures the domain knowledge that makes future Q&A reliable: - Clarifying questions : LLM-generated questions about ambiguous columns (\"What does mrr usd mean here?\", \"Which timez","default_branch":null,"files":null,"tree":[],"storefront":"/r/Empreiteiro","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/Empreiteiro/data-talks/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}