Text To Sql Python Packages

vanna

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

pandasai

Chat with your database or your datalake (SQL, CSV, parquet). PandasAI makes data analysis conversational using LLMs and RAG.

pandasai-openai

Chat with your database or your datalake (SQL, CSV, parquet). PandasAI makes data analysis conversational using LLMs and RAG.

pyomop

Python package for managing OHDSI clinical data models. Includes support for LLM based plain text queries, MCP server and FHIR import.

pandasai-litellm

Chat with your database or your datalake (SQL, CSV, parquet). PandasAI makes data analysis conversational using LLMs and RAG.

orionbelt-analytics

Ontology-based MCP server that analyzes database schemas (PostgreSQL, Snowflake, ClickHouse, Dremio) and generates RDF/OWL ontologies with SQL mappings for fan-trap-free Text-to-SQL.

zillion

Make sense of it all. Semantic data modeling and analytics with a sprinkle of AI. https://totalhack.github.io/zillion/

sqlgpt-parser

A sql parser which support mysql, oceanbase and odps

sqlas

Production-grade evaluation framework for Text-to-SQL and SQL AI agents. 20 metrics. 8 categories. Any LLM. pip install sqlas.

aijsondbpy

python bindings for the json database library aijsondb. Query your data with javascript!

toolfront

Build AI applications in Markdown.

pydough

Analytics DSL for Python

cratedb-mcp

CrateDB MCP Server for natural-language Text-to-SQL and documentation retrieval.

dbally

Efficient, consistent and secure library for querying structured data with natural language

jcloudai

Chat with your database (SQL, CSV, pandas, mongodb, noSQL, etc). PandasAI makes data analysis conversational using LLMs (GPT 3.5 / 4, Anthropic, VertexAI) and RAG.

pandasai-docker

Chat with your database or your datalake (SQL, CSV, parquet). PandasAI makes data analysis conversational using LLMs and RAG.

xiyan-mcp-server

A Model Context Protocol (MCP) server that enables natural language queries to databases

graph2sql

Assist your agents that answer business questions against databases

datatalk-cli

Query CSV, Excel & Parquet files with natural language. Fast, local, DuckDB-powered.

ora-sql

The NL2SQL Agentic Runtime

pandasai-huggingface

Chat with your database or your datalake (SQL, CSV, parquet). PandasAI makes data analysis conversational using LLMs and RAG.

talkdb-ai

Autonomous data analyst: text-to-SQL with conversation, insight, monitoring, and community intelligence

mindsql

MindSQL: A Python Text-to-SQL RAG Library simplifying database interactions. Seamlessly integrates with PostgreSQL, MySQL, SQLite, Snowflake, and BigQuery. Powered by GPT-4 and Llama 2, it enables natural language queries. Supports ChromaDB and Faiss for context-aware responses.

pandasai-local

Local LLM integration for PandaAI