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Established strong JEV based natural language to SQL performance and well-covered semantic operators for PostgreSQL with optimized cost and latency. Reusable evidence, with native execution, parallel plans and explainable embeddings in development preview.
Text-to-SQL access control: schema selection that gives the LLM only the tables the caller is allowed to read. Row-level-security-aware table pruning for LangChain, MCP and any SQL agent. Postgres, Oracle, MySQL, SQL Server. 75% fewer prompt tokens.
Illuminate your data. Agent framework turning natural language into SQL, charts, dashboards and reports.
NVIDIA Auto Ontology's semantic layer and a personal knowledge base as an MCP server for Claude, ChatGPT and other MCP clients. No LLM API key needed.
Publisher is the open-source analytics engine for Malloy. It lets you define data models once — and use them everywhere.
Open-source text-to-SQL engine you tune and measure on your own database
Where data access meets operational intelligence