Quest

Quest allows asking SQL databases questions in natural language. It is composed of API/model, front-end, and proxy containers.

Installation and Running

1. Clone the repository
2. Copy api/config.yml.sample to config.yml
3. Change engine_url and schema values as required
4. Run docker compose up

Note: it might take several minutes to download and initialize the models on the first run.

Configuration

engine_url has the SQLAlchemy format, check here for more details.

schema is the CREATE TABLE statements that represent the underlying database.

Model

Natural SQL 7B model is used for SQL generation.