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v2

usestrix/strixv2Sep 6, 2024by thomashacker

AI Summary

This major release (v2.0.0) introduces a comprehensive overhaul of the GoldenVerba interface, featuring a rebuilt Admin Interface, DocumentExplorer for vector visualization, and async ingestion capabilities. It expands support for different file types and AI providers, offering granular control over document settings and chunking strategies.

Key Highlights

  • Migrated to Weaviate v4 Client
  • Reworked Admin Interface and Suggestion logic
  • Added DocumentExplorer with Content, Chunk, and Vector views (including PCA)
  • Async Ingestion with realtime logging and Directory Upload support

New Features

  • Async Ingestion with realtime logging
  • Migrated to Weaviate v4 Client
  • File Selection Interface and Directory Upload
  • Control Settings per file/url individually
  • Import individual files or all with Overwrite option
  • 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 and Code Chunking
  • Add Semantic Chunking
  • Label Filter and Document Filter
  • Add more themes
  • Added VoyageAI provider
  • Added custom metadata
  • DocumentExplorer with Content, Chunk, and Vector views

Full Release Notes

# 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! ❤️