Raviteja6556/text-to-sql-engine

Schema-aware Text-to-SQL engine — Natural language to DuckDB SQL via RAG pipeline (ChromaDB + Sentence Transformers) + Gemini 2.5 Flash + FastAPI backend + Streamlit frontend. Handles LLM hallucination, markdown stripping, and custom JSON serialization.

14
/ 100
Experimental
No License No Package No Dependents
Maintenance 13 / 25
Adoption 0 / 25
Maturity 1 / 25
Community 0 / 25

How are scores calculated?

Stars

—

Forks

—

Language

Python

License

—

Category

text-to-sql-rag

Last pushed

Mar 28, 2026

Commits (30d)

0

GitHub
Text-to-SQL RAG · 52 tools

Get this data via API

curl "https://pt-edge.onrender.com/api/v1/quality/rag/Raviteja6556/text-to-sql-engine"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

Higher-rated alternatives

mindsdb/mindsdb

Query Engine for AI Analytics: Build self-reasoning agents across all your live data

78

vanna-ai/vanna

🤖 Chat with your SQL database 📊. Accurate Text-to-SQL Generation via LLMs using Agentic Retrieval 🔄.

76

dataease/SQLBot

🔥 基于大模型和 RAG 的智能问数系统，对话式数据分析神器。Text-to-SQL Generation via LLMs using RAG.

71

weAIDB/CrackSQL

LLM-based Dialect Translation System

67

Canner/WrenAI

⚡️ GenBI (Generative BI) queries any database in natural language, generates accurate SQL...

66

Explore RAG Tools

All categories Trending RAG directory Insights