Importastic Verba Update (v2.0.0) 🚀

What's New?

Added

• Async Ingestion with realtime logging
• Migrated to Weaviate v4 Client
• Added new File Selection Interface
• Add Directory Upload
• Control Settings per file/url individually
• Import individual files or all
• Overwrite existing files
• Add multiple labels to documents
• More configuration for readers, chunkers, and embedders
• Improved Document Search UI
• Add Config Validation
• Add HTML Reader
• Add Recursive Chunker
• Add HTML Chunker
• Add Markdown Chunker
• Add Code Import
• Add Code Chunking
• Add Semantic Chunking
• Label Filter
• Document Filter (Add document to chat)
• Add more themes
• Reworked Admin Interface
• Added Suggestion View
• Reworked Suggestion logic
• Added VoyageAI
• Added custom metadata
• Added DocumentExplorer with
  • Content View
  • Chunk View
  • Vector View
    • Visualize vectors of chunks of one or multiple documents
    • PCA

To get started with Verba, simply run:

pip install goldenverba

or download the wheels.

Happy RAG! ❤️