v2

iluwatar/java-design-patternsv2Sep 6, 2024by thomashacker

AI Summary

A major overhaul (v2.0.0) introducing async ingestion, a complete UI redesign, new file management capabilities, and advanced chunking strategies.

Key Highlights

Migrated to Weaviate v4 Client for better performance.
Introduced async ingestion with real-time logging.
Added DocumentExplorer with vector visualization and PCA.
Implemented new chunking strategies including semantic and code chunking.

Breaking Changes

Migrated to Weaviate v4 Client.
Reworked Admin Interface.
Added new File Selection Interface.

New Features

Async ingestion with logging.
Directory upload and individual file control.
Semantic and Code chunking.
DocumentExplorer (Content/Chunk/Vector views).
VoyageAI integration and custom metadata.

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! ❤️