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#text-to-sql

1 resource and 1 guide tagged #text-to-sql on ChangeGamer.

• Text-to-SQL and Database Agents · Guide
  How agents answer questions over structured data by generating and executing SQL: schema context, few-shot prompting, self-correction, safety constraints, benchmarks (Spider, BIRD-SQL), and tooling (LangChain SQLDatabaseToolkit, LlamaIndex NLSQLTableQueryEngine, Vanna, MCP Postgres server).

Guides

• When Is RAG the Wrong Answer? A Decision Guide · guide
  A worked decision guide for the four real alternatives to retrieval-augmented generation: including knowledge directly, querying structured data with text-to-SQL, fine-tuning for behavior change, and graph-based retrieval for entity relationships.