Lightweight (but powerful ) system that leverages LLMs and Agents to generate SQL queries from natural language questions and answer in natural language. The system performs RAG by indexing db schemas, SQL-pairs and user Instructions using vector similarity search to provide context-aware query generation. Differenly from WrenAI or similar tools, it is small models native.
Lightweight (but powerful ) system that leverages LLMs and Agents to generate SQL queries from natural language questions and answer in natural language. The system performs RAG by indexing db schemas, SQL-pairs and user Instructions using vector similarity search to provide context-aware query generation. Differenly from WrenAI or similar tools, it is small models native.