Support

How can we help you?

Direct line

admin@schemawhisper.com

Send feedback, ideas, or bug reports anytime—every thoughtful note helps make schema_aware sharper for the next analyst.

Need help standing up your own NL → SQL workflow? Ping me here and I’m happy to assist.

Share your feedback

Other work in progress

Side quests we’re still polishing

After revisiting these repos, I realized they’re all still in their hoodie-and-coffee phase. They power schema-aware adventures—just forgive the TODO comments and occasional “coming soon” vibes.

Each link opens a GitHub repo (and maybe a humble chuckle).

Currently teaching Postgres to journal in NL ↔ SQL.

NL → SQL Data Generator

Autonomous pipeline that inspects DDLs, builds Jinja prompts, orchestrates OpenAI tool-calling, and validates every query before shipping JSONL datasets.

  • Modular phases (builtins, schema docs, joins, critic fixes) keep generation fast and focused—even when I'm winging it.
  • Join pools, schema relationship discovery, and EXPLAIN-first validation keep SQL trustworthy enough to show friends.

Python · OpenAI · PostgreSQL · JSONL datasets · still iterating

Trying to convince Llama‑3-8B to love SQL.

Llama-3 Text-to-SQL Fine-Tuning

Hydra-driven training recipes, HF Transformers scripts, and W&B tracking streamline adapting Llama-3 for precision text-to-SQL.

  • Batches dataset prep, supervised fine-tuning, and evaluation into reproducible Hydra configs (plus too many TODOs).
  • Evaluation harness logs exact-match + SQL validation metrics for every checkpoint so future-me remembers what happened.

PyTorch · Hydra · RunPod · W&B · caffeine powered

Blueprint-driven app planning wearing comfy hoodies.

Codex Lab: The Coding Conductor

FastAPI + SQLAlchemy services pair with a statically exported Next.js UI, while function-call tracing captures every orchestration hop.

  • Blueprint engine turns product ideas into executable plans with persisted state—even when the plan is 'wing it'.
  • End-to-end trace logs surface each invocation for rapid debugging, demos, and future embarrassing post-mortems.

FastAPI · SQLAlchemy · Next.js · Observability · WIP