Unverified90% confidenceFactTime unknown
大模型在Text-to-SQL场景中面临幻觉问题，可能生成语法正确但表名/列名错误的SQL
1
Sources
90%
Confidence
Long-term
Relevance
5/31/2026
First Seen
Sources
Spring AI实战：手撸Text-to-SQL助手Agent工具链开发全解析
bilibilijava架构师徐庶
Related Entities
Related Claims
Unverified直接让 LLM 生成 SQL 风险很高，因为模型不了解表结构、字段含义和业务定义，容易生成语法正确但结果错误的查询80% similarUnverifiedTraditional end-to-end Text-to-SQL solutions have a high failure rate in enterprise-level complex query scenarios and are difficult to deploy commercially.75% similarVerifiedPrompt injection is essentially an architectural flaw in which large language models cannot distinguish data from instructions, analogous to traditional SQL injection in which the database engine confuses data with SQL instructions.73% similarUnverified提示注入与SQL注入有概念相似性，都源于未能有效分离代码与数据的信任边界70% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/15624API
curl https://kongchang.com/api/v1/knowledge/claims/15624MCP
get_claim(id=15624)