Database and SQL queries with decision models

DuckDB extension adding decide_probability, decide_choice and decide_score SQL functions backed by Jev or local open decision models.

dbt package whose macros run Jev Choice, Noul and Score over SQL values in DuckDB and ClickHouse models.

DuckDB extension that asks Jev about every row in SQL and returns answers as ENUM, DOUBLE or STRUCT columns.

PostgreSQL toolkit with 41 Jev-powered semantic operators and natural-language-to-SQL, leaving joins and arithmetic to SQL.

dbt package and Terraform module adding jev_noul, jev_choice, jev_score and jev_ask SQL functions to Snowflake.

SQLite and Node library adding Jev judgments to SQL for matching, evidence picking, ranking, review queues and semantic CI checks.

Ruby gem that stores Jev Noul, Choice and Score answers about a record's text as ordinary ActiveRecord columns you can query.

Native MySQL plugin adding an AILIKE operator that asks Jev whether a value satisfies a natural-language condition.

Read-only Odoo support package for Pi: Jev selects bounded business routes and entities, Python enforces scope and verifies answers.

Portable SQLite C extension depending only on libcurl that adds jev_noul, jev_choice and jev_score SQL functions.

Rails gem for intent search: Jev answers declared questions when records are saved, and searches become weighted SQL over those answers.

Natural-language SQLite interface where code proposes options, Jev chooses among them, and a compiler builds deterministic SQL.

Demo that classifies support tickets in BigQuery via a remote function backed by a Cloud Run adapter calling Jev.

Text-to-SQL experiment where Jev answers typed questions about the request and code assembles the query, so the model never writes SQL.

CI gate that asks Jev to classify database migration DDL as SAFE or DANGER and blocks destructive changes before they reach Supabase.

Playful experiments using Jev's Choice as a decoder: next character, next BPE token, and grammar-constrained SQL generation.

DuckDB extension and Python package for semantic SQL that batches row-level filters, joins and classification on Jev.

High-throughput native DuckDB extension that batches and streams Jev Noul, Choice and Score judgments directly from SQL.

Semantic SQL for vanilla Postgres: jev() filters, jev_prob sorts and jev_choice groups are judged by Jev on rows after plain SQL runs.

PostgreSQL extension with jev(), jev_prob, jev_choice and jev_score to filter, rank and classify rows by plain-language conditions.

SQLite loadable extension and Python package exposing Jev Noul, Choice and Score as SQL functions and batched virtual-table scans.

VGI worker that exposes System One choice, noul and score as DuckDB table functions you can LATERAL join to classify whole tables.

Filament table filter that scores each row with a Jev Noul on a plain-English statement and keeps rows at or above 0.8.

Pre-alpha PostgreSQL C extension calling Jev from SQL for Choice, Noul, Score and batched judgments, with EXECUTE revoked by default.

Pi agent harness where Jev routes the model tier, picks runbook sections, gates tool calls and verifies reports on Neon Postgres.

Accenture thought piece and site on stack migration with Google Cloud, placing Jev as the System 1 layer that routes, classifies and gates.

CLI that scans tabular, structured and text files or databases and asks Jev which fields look anomalous, building a review queue.

Data-engineering demos putting Jev inside DuckDB SQL, dbt tests, Databricks and charting, with live versus simulated runs labelled.

Measures whether SQL ORDER BY over Jev probabilities gives a defensible ranking: inversions, ordinality, calibration, wording and ties.

Databricks blog post introducing ai_decide, an AI Function that classifies, scores and chooses over governed data.