We’re happy to introduce Bag of Words, an open-source AI-powered tool that helps analysts create data apps, dashboards, and reports with a single prompt and refine as needed. Unlike traditional data tools, Bag of Words uses GenAI to generate Python and SQL code, enabling true flexibility to process any data: APIs, spreadsheets, PDF files databases. And at scale!
TLDR
• Code-first approach → Process databases, APIs, files, text, PDFs, web data, and more
• Refine results with follow-up prompts → Iteratively shape insights
• Integrate existing business logic → Generate custom Python/SQL, not just prebuilt queries
• Bring your own LLM → Works with OpenAI, Anthropic, Google, etc.
• Self-host easily →
docker run -p 3000:3000 bagofwords/bagofwords
We’re happy to introduce Bag of Words, an open-source AI-powered tool that helps analysts create data apps, dashboards, and reports with a single prompt and refine as needed. Unlike traditional data tools, Bag of Words uses GenAI to generate Python and SQL code, enabling true flexibility to process any data: APIs, spreadsheets, PDF files databases. And at scale!
TLDR
• Code-first approach → Process databases, APIs, files, text, PDFs, web data, and more
• Refine results with follow-up prompts → Iteratively shape insights
• Integrate existing business logic → Generate custom Python/SQL, not just prebuilt queries
• Bring your own LLM → Works with OpenAI, Anthropic, Google, etc.
• Self-host easily → docker run -p 3000:3000 bagofwords/bagofwords
Would love to get your feedback!