> For the complete documentation index, see [llms.txt](https://tailwindsdocs.innovativesol.com/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://tailwindsdocs.innovativesol.com/release-notes/8-16-2024-v2.0.5.md).

# 8/16/2024 - v2.0.5

Tailwinds 2.0.5 Release Notes

## Tailwinds 2.0.5 Release Notes

Key New Features:

1. Amazon Knowledge Base Integration:

   * New Retriever tool supporting Amazon Knowledge Base
   * Seamlessly connect to your existing AWS Knowledge Base
   * Retrieve and utilize content directly within Tailwinds workflows
   * Enhance your AI applications with enterprise knowledge management

   ![](https://662370747-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2F3VoWwSsyrEg0DEvIIjv9%2Fuploads%2FlGMoF1sX1sYQPtRuxgbK%2FAmazonKB.png?alt=media\&token=87217626-f80f-48a4-93c2-4d15c73222c9)
2. Advanced Web Scraping:
   * Introducing Spider Search/Scrape as a tool
   * Enable more comprehensive data collection for AI workflows
3. Enhanced Qdrant Integration:
   * New options for content and metadata keys in Qdrant vector store
   * Allows for more precise data management
4. Variable Extraction from Text Inputs:
   * Extract variables dynamically from text inputs within workflows
   * Increases the versatility and power of your AI automations

Improvements:

1. UI Refinement: Improved side menu design with vertically centered text labels
2. Performance Optimization: Various under-the-hood improvements for enhanced stability and efficiency

Bug Fixes:

1. Resolved issues with CSV and Airtable agent regex functionality
2. Fixed output message formatting in Tool Agent
3. Addressed loader deletion errors
4. Corrected migration timestamp inconsistencies