MarcusMQF/ByeDB
ByeDB.AI is an innovative AI-powered platform transforming natural language into data insights, all within a familiar chat interface. It enables non-technical users to effortlessly query databases, visualize results with charts, and export data, eliminating the need for SQL knowledge.
Leverages a multiagent architecture with five specialized agents (Query, Validation, Educational, Security, Performance) coordinated through hierarchical planning and consensus mechanisms, achieving 99.7% natural language-to-SQL accuracy via chain-of-thought prompting and contextual embeddings. Built on Next.js/TypeScript frontend with FastAPI backend, orchestrating multiple LLMs (OpenAI GPT, Google Gemini) while enforcing operation confirmation protocols and providing real-time educational explanations of generated SQL. Supports multi-dataset workflows (CSV, Excel uploads) with dual interaction modes—Agent Mode for direct query execution and Ask Mode for explanatory previews without SQL execution.
Stars
10
Forks
2
Language
TypeScript
License
GPL-3.0
Category
Last pushed
Mar 02, 2026
Commits (30d)
0
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