Magic Insight
Basic Information
Magic-BI (Magic-Insight) is an open-source ChatBI product that provides conversational business intelligence over SQL databases and other mainstream data formats. It is designed to let users query business databases in natural language without building a data warehouse or heavy data governance. The project supports deployment in fully private or semi-private environments to maximize data privacy. Two runtime operating modes are provided: an Agent Mode that uses a general-purpose large model with retrieval-augmented generation (RAG) for lower setup effort, and a Fine-Tuned Model Mode that uses a domain-fine-tuned model for higher accuracy and lower inference cost. The repository includes runtime requirements, installation options (pip, Docker, source), and instructions to run a web GUI or a RESTful API for integrating the system into other applications.
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App Details
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