v2

Chainlit/chainlitv2Sep 6, 2024by thomashacker

AI Summary

A major version update focusing on RAG capabilities, featuring async ingestion, a complete UI overhaul, Weaviate v4 migration, and new document exploration tools.

Key Highlights

Migrated to Weaviate v4 Client
Added Async Ingestion with realtime logging
Added DocumentExplorer with vector visualization
Added new File Selection Interface
Added Semantic Chunking

New Features

Async Ingestion
Weaviate v4 Client
Directory Upload
Control settings per file
Label Filter
Document Filter
HTML/Markdown/Code/Semantic Chunkers
VoyageAI integration
DocumentExplorer (Content/Chunk/Vector views)
Themes
Suggestion View

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! ❤️