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How SkySQL uses LlamaIndex

As published on llamaindex.ai. Captured by usedby on Oct 7, 2026.

What happened

SkySQL uses LlamaIndex as the core orchestration engine for its SkyAI agents, which turn natural language questions into SQL queries against customers' operational databases. It relies on agentic RAG pipelines and a structured query engine, and swapped its vector store from ChromaDB to MariaDB Vector with minimal code changes.

Summary written by usedby from the source page, in English. The figures are those of LlamaIndex and SkySQL, not ours.

SkySQL uses LlamaIndex as the core orchestration engine for its SkyAI agents—backed by a carefully designed feedback loop between auto-generated context and human-guided refinement.

From the page. llamaindex.ai, captured Oct 7, 2026

LlamaIndex has been a game-changer for us, accelerating our AI agent development efforts, embedding reliable conversational interfaces directly within applications, and providing a flexible and scalable agentic framework.

Jags Ramnarayan, Chief Technology Officer and Co-Founder, SkySQL. Source, captured Oct 7, 2026

What the story claims, and what we checked

We compared the story with its live page on Oct 7, 2026.

  • The passage quoted aboveCheckedCopied word for word from the page, near the name of SkySQL.
  • SkySQL uses LlamaIndexCheckedConfirmed line. Latest check across sources: Oct 7, 2026.
  • The result itselfNot checkedWe quote it; we did not measure it.

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