Abhi0323/Text-to-Chart-AI-Transforming-Queries-into-Visuals
An innovative AI system developed to extract actionable insights by converting natural language into SQL queries via Google's Gemini model and dynamically visualizing the data with Plotly Express, streamlining decision-making across all levels of expertise.
Built on Streamlit, the system chains Gemini's natural language processing with SQLite query execution, automatically selecting optimal chart types (bar, line, pie) based on result structure. Beyond SQL generation, it infers appropriate visualizations from retrieved datasets and displays both tabular results and interactive Plotly charts in a single interface, enabling self-service analytics without database expertise.
No commits in the last 6 months.
Stars
31
Forks
5
Language
Python
License
—
Category
Last pushed
Apr 19, 2024
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/generative-ai/Abhi0323/Text-to-Chart-AI-Transforming-Queries-into-Visuals"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Higher-rated alternatives
IBM/spnl
Span Queries: What if we had a way to plan and optimize GenAI like we do for SQL?
maneeshsandra/seeQL
SeeQL is an AI-powered conversational interface for querying databases using natural language....
jason983/pandas_nql
Pandas_nql is an open source Python library that enables natural language queries on Pandas...
bhattbhavesh91/n2sql-google-gemini
Natural Language to SQL using Google's Gemini Pro Model
Tirth-chokshi/QuerySage-AI
Chat with your database in natural language