Send a metrics spec, get back governed SQL without granting warehouse access
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Instead of trusting a vendor's benchmark, you run the engine and its grader against your own schema and see which pipeline settings actually hold up.
Mnemiq is an Apache-2.0 text-to-SQL engine from Agentic Fabriq that exposes each pipeline stage as a setting. It separates proposing a query from executing it, validates deterministically in between, applies row and column security before schema retrieval, and refuses to answer when the data is not there. It works with Postgres, SQLite, DuckDB, Oracle, Snowflake and Databricks. A companion grader, Beacon, scores configurations; the launch post reports 64.9% on BIRD mini-dev and 59.8% on Spider 2.0-lite, ahead of Databricks Genie and Snowflake Cortex Analyst. v0.1, 1,065 commits, 41 stars.
Send a metrics spec, get back governed SQL without granting warehouse access
A free desktop SQL and Redis client with no cap on open tabs
Embedded Go SQL with SQLite's dialect, columnar storage and a query JIT
Shows a text-to-SQL model only the tables the caller is allowed to see
A single-file graph store you can query as it stood on any past date
GraphRAG on plain Postgres where newer documents retire facts from older ones