v2

stalwartlabs/stalwartv2Sep 6, 2024by thomashacker

AI Summary

A major overhaul featuring async ingestion, migration to Weaviate v4, and a completely redesigned user interface with advanced chunking strategies.

Key Highlights

Migrated to Weaviate v4 Client
Introduced Async Ingestion with realtime logging
Added new File Selection Interface and Directory Upload
Added Semantic Chunking and Code Chunking
Reworked Admin Interface and DocumentExplorer

Breaking Changes

Migrated to Weaviate v4 Client
Collection name changes to prevent conflicts

New Features

Async Ingestion
Weaviate v4
Semantic Chunking
Code Chunking
DocumentExplorer
VoyageAI

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! ❤️