Library/vannaForked

vanna-ai/vanna

vanna

πŸ€– Chat with your SQL database πŸ“Š. Accurate Text-to-SQL Generation via LLMs using Agentic Retrieval πŸ”„.

Builder

vanna-ai

vanna-ai

vanna-ai β€’ individual

Stars

23,187

Using upstream star count

Forks

2,281

Using upstream fork count

Open Issues

0

Activity Score

0/100

0 commits in 30d

Created

May 13, 2023

Project creation date

README Summary

Vanna is a Python framework that enables natural language conversations with SQL databases by converting text queries into accurate SQL statements using large language models. The system uses agentic retrieval techniques to improve query accuracy and supports multiple database types and LLM providers. Users can chat with their databases in plain English and receive SQL results through an intuitive interface.

AI Dev Skills

Unmapped

Text-to-SQL GenerationRetrieval-Augmented GenerationAgentic AI SystemsNatural Language ProcessingLarge Language Model IntegrationDatabase Schema UnderstandingSemantic Similarity SearchQuery OptimizationConversational AI

Tags

Text-to-SQL GenerationRetrieval-Augmented GenerationAgentic AI SystemsNatural Language ProcessingLarge Language Model IntegrationDatabase Schema UnderstandingSemantic Similarity SearchQuery OptimizationConversational AIEnterprise SoftwareTextBusiness IntelligenceCloud APINatural Language InterfacesDatabase Exploration and DiscoverySelf-Service Data AnalyticsTabularNatural Language Database QueryingSQL Query Generation from TextSelf-hostedOn-premiseAgentic AILLM-powered ApplicationsBusiness Intelligence Chat InterfaceData AnalyticsDeveloper ToolsPython

Taxonomy

Recent Activity

Updated 2 months ago

7 Days

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30 Days

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90 Days

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Quality

beta
Quality
medium
Maturity
beta

Categories

AI AgentsPrimaryFoundation ModelsModel TrainingSearch & KnowledgeOther AI / MLDev Tools & AutomationRAG & RetrievalEvals & BenchmarkingNLP & TextData Science & Analytics

PM Skills

Developer Platform

Languages

Python100.0%

Timeline

Project created
May 13, 2023
Forked
Mar 22, 2026
Your last push
2 months ago
Upstream last push
2 months ago
Tracked since
Feb 2, 2026

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