v2

rajnandan1/kenerv2Sep 6, 2024by thomashacker

AI Summary

This major update introduces async ingestion, migration to Weaviate v4, and a comprehensive UI overhaul including a new Document Explorer. It adds support for Code Import, Semantic Chunking, and various new readers and chunkers.

Key Highlights

Async Ingestion with realtime logging
Migrated to Weaviate v4 Client
New Document Explorer with Content, Chunk, and Vector views including PCA
Reworked Admin Interface and Suggestion logic
Added Code Import and Semantic Chunking capabilities

New Features

Async Ingestion with realtime logging
New File Selection Interface
Directory Upload
Control Settings per file/url individually
Add multiple labels to documents
Config Validation
HTML Reader
Recursive Chunker
HTML Chunker
Markdown Chunker
Code Import
Code Chunking
Semantic Chunking
Label Filter
Document Filter
VoyageAI integration
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! ❤️