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Tabular RAG: NL2SQL, rows and pgvector v1.0.0

Use this resource to query tabular data with a RAG system

New

  • 396 downloads
  • 109 likes
  • 114 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install tabular-rag-nl2sql

With no option, the skill goes to ~/.agents/skills/; add --agent claude-code (or codex, cursor…) to target an agent.

First time: connect the CLI with

npx --yes palatekit@latest login

The agent compares the three patterns (NL2SQL, row embeddings, hybrid), writes an NL2SQL chain with read-only execution and SQL self-correction, then integrates it with pgvector. You get a secured query pipeline.

Mostly picked by

Updated November 2, 2026

Card for the “Tabular RAG: NL2SQL, rows and pgvector” skill

Details

Works in
Install guides
Generates with
Your agent's model
Licence
MIT

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What you get

  • SKILL.md: comparison of patterns and a minimal NL2SQL pipeline
  • SKILL.md: safe execution, SQL self-correction and pgvector integration

Good fit for

  • You want to ask a SQL database questions in plain language
  • Your answers depend on exact calculations over tables

Not for

    Tags

    • nl2sql
    • sql
    • rag
    • data

    About

    You say

    “Let my team ask for revenue by region in plain language, read-only on the database.”

    Card for the “Tabular RAG: NL2SQL, rows and pgvector” skill

    Skill published by claude-dev-suite under the MIT license, delivered in its original version.

    Show more

    How to use it

    1. Install the skill in your agent's skills folder
    2. Ask your agent to query tabular data with a RAG system
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • SKILL.md10.3 KB

    Origin and licence

    Listed unmodified

    Author
    claude-dev-suite
    Source
    github.com/claude-dev-suite/claude-dev-suite/tree/e10ab644ba43abe2abc923399226df4af7337214/skills/rag/tabular-rag
    Licence
    MIT

    Notice

    « tabular-rag » (claude-dev-suite, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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