GitHub - bagofwords1/bagofwords: An AI-powered data tool
Feb 17, 2025 - github.com
Bag of Words is a tool designed to help users build and share intelligent data applications using AI. It allows for the creation of comprehensive dashboards with a single prompt and supports iterative refinement. The tool integrates seamlessly with various data sources such as databases, APIs, and business systems, enabling effective data utilization. Key features include data source integration, natural language queries, dashboard management, and compatibility with large language models (LLMs) like OpenAI and Anthropic.
For quick deployment, Bag of Words can be run using Docker with SQLite by default or PostgreSQL for more advanced setups. Local development requires Python 3.12+, Node.js 18+, and Yarn, with separate backend and frontend setups. The backend involves setting up a Python environment, running migrations, and starting the server, while the frontend requires installing dependencies and running in development mode. API documentation is available via OpenAPI, and the tool is licensed under AGPL-3.0.
Key takeaways:
Bag of words allows users to create comprehensive dashboards with a single prompt and refine them iteratively.
It integrates seamlessly with various data sources, including databases, APIs, and business systems.
Users can formulate complex queries using natural language and manage dashboards effortlessly.
Supports deployment with Docker and local development with Python and Node.js.
