cremerf/natural_language_to_sql
Chat with your Database! Natural language to SQL with a friendly UI. LangChain+Streamlit+SQL Agents with SQLAlchemy wrap-up (BigQuery/MySQL). Powered by GPT-4.
This tool helps data analysts and business users get quick insights from their company's BigQuery or MySQL databases. You simply type your business questions in plain English, and the system translates them into SQL, runs the queries, and gives you natural language answers. It's designed for anyone who needs to understand general trends and performance in their data without writing SQL.
No commits in the last 6 months.
Use this if you need to quickly ask general questions about your business data in BigQuery or MySQL, like 'What are our top-performing products?' or 'Which marketing channels are most effective?'
Not ideal if your questions involve very complex data relationships, deep statistical analysis, or require highly precise, multi-join queries, as it may sometimes produce inaccurate or 'hallucinated' results for those scenarios.
Stars
25
Forks
5
Language
Python
License
—
Category
Last pushed
Dec 07, 2023
Commits (30d)
0
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curl "https://pt-edge.onrender.com/api/v1/quality/llm-tools/cremerf/natural_language_to_sql"
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