{"repo":"antvis/AVA","free":true,"listed":false,"github":"https://github.com/antvis/AVA","clone":"git clone https://github.com/antvis/AVA.git","description":"🤖 AI-native Visual Analytics framework build for agents.","language":"TypeScript","stars":1497,"topics":["visualization","data-visualization","charts","insight","augmented-analytics","narrative-charts","auto-insight","chart-recommendation","chart-aigc","insight-gpt"],"license":"MIT","category":"analytics","readme_excerpt":"AVA, AI-native Visual Analytics AVA ( Visual Analytics) is a technology framework designed for more convenient visual analytics. The first A has multiple meanings: AI native, Automated, Augmented, and VA stands for Visual Analytics. It can assist users in unstructured data loading, data processing and analysis, as well as visualization code generation. 🚀 Features AVA is a fundamental shift from rule-based analytics to AI-native capabilities: - Natural Language Queries : Ask questions about your data in plain English - Query Suggestions : Get AI-recommended analysis queries based on your data characteristics - LLM-Powered Analysis : Leverages large language models for intelligent data analysis - Smart Data Handling : Automatically chooses between in-memory processing and SQLite based on data size - Modular Architecture : Clean separation of concerns with data, analysis, and visualization modules - Browser & Node.js Compatible : Runs seamlessly in both browser and server environments 📖 Quick Start - Install AVA by npm - Then run the code below 📘 Documentation Create an AVA instance: - new AVA(options) : initialize runtime and LLM configuration. - llm : required model config, e.g. { model, apiKey, baseURL } - sqlThreshold? : optional size threshold (bytes) to switch from in-memory analysis to SQLite/IndexedDB (default: 10KB) Core APIs in AVA: - loadCSV(filePathOrContent) : load CSV (Node.js: file path; Browser: CSV content string). - loadObject(data) / loadURL(url, transform?","default_branch":null,"files":null,"tree":[],"storefront":"/r/antvis","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/antvis/AVA/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."}