tianlan-ltd/Magic-Insight
AI-powered ChatBI system that converts natural language queries into SQL for database exploration.
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Magic-BI is a fully automated ChatBI product that allows users to query databases through natural language. It supports private or semi-private deployment using LLMs, generates training data automatically, and includes model fine-tuning capabilities. The system processes documents, databases, business systems, and images through a conversational interface, providing data insights via RAG and semantic search techniques.
Frequently asked
- What is tianlan-ltd/Magic-Insight?
- AI-powered ChatBI system that converts natural language queries into SQL for database exploration.
- Is Magic-Insight open source?
- Yes — tianlan-ltd/Magic-Insight is open source, released under the AGPL-3.0 license.
- What language is Magic-Insight written in?
- tianlan-ltd/Magic-Insight is primarily written in Python.
- How popular is Magic-Insight?
- tianlan-ltd/Magic-Insight has 545 stars on GitHub.
- Where can I find Magic-Insight?
- tianlan-ltd/Magic-Insight is on GitHub at https://github.com/tianlan-ltd/Magic-Insight.