v2

bknd-io/bkndv2Sep 6, 2024by thomashacker

AI Summary

A major version update introducing async ingestion, a complete UI overhaul with a new file selection interface, and advanced chunking strategies.

Key Highlights

Migrated to Weaviate v4 Client
Added Document Explorer with Content/Chunk/Vector views
Introduced Semantic and Recursive Chunking
Added VoyageAI and custom metadata support

Breaking Changes

Migrated to Weaviate v4 Client

New Features

Async Ingestion with realtime logging
Weaviate v4 Client migration
New File Selection Interface
Directory Upload
Control Settings per file/url individually
HTML Reader and Chunker
Recursive Chunker
Semantic Chunking
Document Explorer (Content, Chunk, Vector views)
VoyageAI integration
Custom metadata
Label Filter
Document Filter
Multiple themes

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! ❤️