What ThothII does¶

ThothII helps turn a natural-language question into reviewed SQL. It is intended for people who know the meaning of their data and need to make the assumptions behind a query explicit. The model proposes; a human reviewer approves, corrects or rejects.

From a question to a reusable result¶

The eight-phase workflow clarifies the question, consults reusable knowledge, selects relevant Evidence and database objects, prepares a query plan, and produces SQL for review. Approved knowledge can be saved for later questions.

• Workspace: the domain context and its Evidence configuration.
• Database catalog: tables, columns, relationships and reviewed descriptions.
• Evidence: domain sources and rules with provenance that a reviewer can inspect.
• Memory: reusable clarifications, SQL rules, solved questions and explained errors.
• Session: the saved artifacts and decisions for one question, not a permanent chat transcript.

Resuming a session uses its saved state. Model output is a proposal, not a guarantee of correctness: review the scope, assumptions, sources and SQL before relying on the result.

What an installation includes¶

The Docker stack includes the web application, its runtime, a PostgreSQL metadata/Memory catalog, Qdrant and the embedding service. A browser is the normal user interface; the host tht command is used to configure and operate the installation.

The data warehouse and generative model endpoints are configured separately. Docker does not supply their credentials, network access or domain data. A standalone installation is therefore self-hosted, but is not automatically offline or independent of those services. Review data-access permissions and the model-provider configuration before using real data.

Choose your next step¶

• Install on Mac, Windows through WSL2, or Linux: Italian or English manual procedure.
• Configure display mode and language, authentication and models.
• Prepare workspaces and databases.
• Start a reviewed question using the user guide.

The installation guides state the platform tests still to complete. Availability of a procedure is not a certification that every target machine has been tested.