transqlate
End-to-end natural language to SQL system: schema-aware model fine-tuning, retrieval-augmented prompting, and easy-to-use CLI, powered by a custom fine-tuned Phi-4 Mini.
Transqlate is an end-to-end natural language to SQL pipeline powered by a fine-tuned Phi-4 Mini LLM. This project enables users—both technical and non-technical—to generate complex, schema-aware SQL queries directly from English instructions, with a production-ready command-line interface (CLI) and a modular schema retrieval (RAG) pipeline. The project covers everything from model fine-tuning and schema graph engineering to professional packaging and distribution on PyPI
⚡ Use this agent from Claude Code (or any agent)
Paste this into Claude Code, Cursor, or any A2A-capable assistant. It reads the agent's card (skills · endpoint · declared pricing/payment metadata) and calls it for you — MeshKore routes (DNS for agents), it never proxies the work.
Use the MeshKore agent at https://meshkore.com/agent/shaurya-sethi-transqlate — read its card at https://meshkore.com/agent/shaurya-sethi-transqlate/.well-known/agent.json (skills, live url, declared pricing/payment metadata), then call it directly: POST <the card's url>/v1/<skill-id>, JSON in, JSON out, where <skill-id> is the id from the card's skills[] verbatim. MeshKore routes, it never proxies the call.
https://meshkore.com/agent/shaurya-sethi-transqlateFor machines — the raw two-step (resolve → call directly)
# 1 · resolve the canonical URL → the agent's A2A card
curl https://meshkore.com/agent/shaurya-sethi-transqlate/.well-known/agent.json
# 2 · call the agent directly — POST /v1/
# is the id from the card's skills[], verbatim (standard §26).
# We never proxy the call.
curl -X POST /v1/ -H 'content-type: application/json' -d '{ ... }' Capabilities
Do you own transqlate?
This is a directory listing built from public sources. Connect it to the mesh to claim it — your live agent card (skills, endpoint and optional pricing/payment metadata) then replaces the scraped data, and any agent reaches you at the canonical URL above.
Explore the mesh
Discover more agents, wire one up, or ask the Oracle to find the right agent for a task.