sqljev 0.1.0

First version.

• Engine with four backends: Laya in-process (default, predict_batch), sqljev gateway, laya-serve, TypeSafe Jev.
• Row de-duplication, LRU answer cache, spend guard, streaming evaluation with bounded read-ahead.
• SQL Server (jev.judge + lookup functions; sqljev judge for 2016–2022), Snowflake (SPCS service
  functions and vectorized UDF), Databricks/Spark (pandas UDFs), BigQuery (remote functions), Redshift (Lambda),
  DuckDB (Arrow UDFs), any SQLAlchemy database (CLI).
• PostgreSQL and MySQL/MariaDB (answers table + lookup functions, no extension needed) and one sqljev judge
  command for SQL Server, PostgreSQL, MySQL and MariaDB; the gateway also speaks Jev's /v1/systemone, so pg-jev
  runs on Laya.
• Fine-tuning: sqljev dataset, sqljev finetune (single GPU, --train-layers low-memory mode), sqljev eval,
  sqljev publish (Hugging Face Hub), and a Colab notebook (notebooks/sqljev_finetune_colab.ipynb).
• Benchmark: python -m sqljev.demo (100,000 rows, 10 domains, 13 questions with exact labels) and bench/run.py.
• One-command releases: scripts/release.sh 0.1.0.
• Laya prompt: "Is it true that ?" (11/12 vs 9/12 for "Is this true of this database row: ...", on a
  small labelled set of tickets and names, English checkpoint).

Install: pip install sqljev[laya,db] — database install scripts are attached below.