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)
- Best way to point to a csv, local files, local postgres/mysql and iteratively build a highly accurate system to chat with the data.
- We auto generate yaml files so you can transparently edit them and watch real time how the accuracy improves.
- You can point to local pdf's and auto generate reports from dashboards.
Overall we felt this is a light weight framework to create a highly accurate personal AI data analyst without any vendor lock-in.
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!