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, endpoint and any declared pricing/payment metadata), verify availability, then call it directly over A2A/HTTP for what I need.
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 endpoint FROM the card directly (we never proxy)
curl -X POST / -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.
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