Monday, October 6, 2025

GitHub – bagofwords1/bagofwords: Introducing the Open-Source AI Data Layer

Unlock the Power of Data with Bag of Words!

Transform the way you interact with data using the customizable AI Data Layer, where any Large Language Model (LLM) seamlessly integrates with diverse data sources. Here’s what makes Bag of Words stand out:

  • Centralized Context Management: Easily manage and deploy contextual instructions, database connections, and observability across all levels.
  • Chat-Driven Interfaces: Ask questions via web or Slack, and generate stunning charts and reports just through conversation.
  • Flexible Integrations: Connect with popular databases like Snowflake, BigQuery, and Tableau while leveraging the LLM models of your choice, from OpenAI to Anthropic.

Experience transparency and governance for high-quality AI results. Monitor decisions and enhance operational insights with full observability!

Curious about enhancing your analytics capabilities? Explore Bag of Words today and share your thoughts below! 🚀💬

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