text2sql-framework

by Text2SqlAgent · Agent Tool · ★ 151

About text2sql-framework

Agentic text-to-SQL SDK: hand the LLM one execute_sql tool and let it explore the schema, test queries, and self-correct — no RAG, no semantic layer. 20/20 on an 80-table Spider run. Built-in tracing and scenario support.

agentic-aillmllm-agentsnl2sqlpythonsqltext-to-sqltext2sql

Quick Facts

Stars151
Forks17
LanguagePython
CategoryAgent Tool
LicenseMIT
Quality Score44.8/100
Open Issues1
Last Updated2026-08-02
Created2026-03-23
Platformspython
Est. Tokens~7k

Compatible Skills

These tools work well together with text2sql-framework for enhanced workflows:

  • orionbelt-semantic-layer — semantic(0.28)+complementary+rare_topics+same_lang+similar_pop+shared_platform (59%)
  • orionbelt-semantic-layer — semantic(0.28)+complementary+rare_topics+same_lang+similar_pop+shared_platform (59%)
  • OPSIE — semantic(0.16)+complementary+rare_topics+same_lang+similar_pop+shared_platform (55%)
  • sidemantic — semantic(0.16)+complementary+rare_topics+same_lang+similar_pop+shared_platform (55%)

More Agent Tool Tools

Explore other popular agent tool tools:

View all Agent Tool tools →

Popular Python Agent Tools

Frequently Asked Questions

What is text2sql-framework?

text2sql-framework is Agentic text-to-SQL SDK: hand the LLM one execute_sql tool and let it explore the schema, test queries, and self-correct — no RAG, no semantic layer. 20/20 on an 80-table Spider run. Built-in tracing . It is categorized as a Agent Tool with 151 GitHub stars.

What programming language is text2sql-framework written in?

text2sql-framework is primarily written in Python. It covers topics such as agentic-ai, llm, llm-agents.

How do I install or use text2sql-framework?

You can find installation instructions and usage details in the text2sql-framework GitHub repository at github.com/Text2SqlAgent/text2sql-framework. The project has 151 stars and 17 forks, indicating an active community.

What license does text2sql-framework use?

text2sql-framework is released under the MIT license, making it free to use and modify according to the license terms.

View on GitHub → Browse Agent Tool tools