We thought this would be a great extension to build something similar for data analysts, data engineers and analytics engineers. Few building blocks we've added:
- Natural language to SQL query conversion - PDF Report generation (can use reference files for formatting) - Support for various LLM providers (Claude, OpenAI, Azure, Custom, Ollama) - Interactive chat mode for continuous database querying - Automatic context generation from database schema - Customizable context for improved query accuracy - Optimized for smaller database subsets (up to 10-15 tables)
Would love to hear your feedback on this!
Overall we felt this is a light weight framework to create a highly accurate personal AI data analyst without any vendor lock-in.