tencentmusic/supersonic

Health v2 · maintenance only

Flags: no_license

Adoption not part of the score

5030 stars · 1001 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

SuperSonic is an AI+BI platform that combines Chat BI (natural language querying powered by LLMs) with Headless BI (a governed semantic layer). It lets business users ask questions in natural language and get charted results, while semantic models ground Text2SQL generation to reduce hallucination.

Use cases

• query business data with natural language and get charts
• build a semantic layer over metrics and dimensions
• improve text-to-sql accuracy with curated data semantics
• self-host a chatbot for data analytics
• expose governed BI models via a natural language API

When to choose

• you want LLM-powered natural language analytics grounded in a semantic layer
• you need both chat-based querying and governed metric definitions in one platform
• you want an extensible Java-based AI+BI stack you can customize via SPI

When to avoid

• you need a traditional drag-and-drop BI dashboard tool only
• you lack the ability to define semantic models or maintain a Java service
• you need a lightweight library to embed Text2SQL in an existing app rather than a full platform

Facets

application · maturity active

rag llm-inference data-visualization search-engine api-framework web-framework artificial-intelligence large-language-models data-visualization analytics databases self-hosted jvm self-hosted cross-platform chat-bi headless-bi text2sql nl2sql semantic-layer bi-platform llm data-analytics natural-language-processing web-server docker

Member repositories

For agents

markdown · JSON · MCP: product_card(name="tencentmusic/supersonic")