# Release Notes

{% tabs %}
{% tab title="Basic 1.3.4" %}
**Knowledge Distillation in Gen-AI Workspace**

* Our most significant addition this release is the Gen-AI Workspace featuring Knowledge Distillation:
  * Automatically extracts key insights by generating question-answer pairs from uploaded documents
  * Computes and stores vector embeddings for intelligent document interactions
  * Enables fast, context-aware AI responses across large knowledge bases
  * This workspace lays the foundation for next-level productivity and intelligent automation.
* Secure API Key Management (for Gen-AI Workspace)- (The Gen-AI Key)
  * To enable secure and flexible use of Gen-AI Workspace features — both internally and through SDKs or external access:
    * API keys can now be generated, validated, and revoked directly from the credentials tab
    * Built-in checks for expiry, revocation, and hash-based validation
    * Each key is linked to a user and tracked via audit logs for accountability

**SDK improvement**

* We have integrated API key authentication into our SDK and we have also implemented Chat interactions as mentioned below
  * API Key based Authentication
  * Completion API integration
  * LLM pretrained models list
  * LLM Chat integration: Only getting anserwrs to a question. No history of chats

**Monitoring Enhancements**

* Pod-Level GPU Monitoring
  * View real-time GPU metrics at the pod level for detailed usage insights
* Storage Monitoring & Alerts
  * Track storage consumption with alerting support for high-availability environments

**UI Improvements (Dark Mode Compatibility)**

* Dark mode visibility issues have been addressed across:
  * Checkboxes, inputs, selects, and form elements
  * Header, documentation icons and section labels

**Infrastructure & Reliability Updates**

* Improved system stability and compatibility across deployment environments
* Better performance and flexibility for managing object storage and file operations

**Bug Fixes**

* Resolved multi-GPU training issues for large model fine-tuning
* Numerous improvements across logging, environment validation, and file handling
* Support tickets answered at a high priority and resolved as requested.
  {% endtab %}
  {% endtabs %}

{% tabs %}
{% tab title="Basic 1.3.3" %}
1\. **GenAI Workspace - The Hottest New Feature!**

* Seamless AI Collaboration: Introducing the GenAI Workspace, a powerful environment for teams to interact with AI models in real time.
* Enhanced AI-Assisted Development: Users can leverage AI-generated insights to accelerate coding, debugging, and problem-solving.
* User-Friendly Interface: A streamlined UI designed for efficient interaction with AI-powered tools.

2\. **Automation for Workstation to Microservice Conversion**

* Effortless Transformation: Automates the process of converting Workstations to Microservices using ZBL-CLI.
* Streamlined Workflow: Enhances efficiency by reducing manual intervention.

3\. **UI Enhancements & AIM Improvements**

* Improved Navigation & Usability: Streamlined UI for a smoother experience.
* Enhanced File Management: Users can now observe uploaded files.
* Environment Variable Validation: Ensures all variables are checked before execution.
* Configurable Info Cards: Option to enable/disable the info card.
* Custom Upload Support: Users can upload their own profile pictures.
* Better Form Validation: Improved checks for file uploads.
* Revamped Email Templates: Enhanced readability and engagement.
* Edit Feature improvemnet:
  * Bucket can be attached on any already spawned/running workstation/microservice using the edit feature
  * The ability to attach an extra PVC attachment on workstation/microservice has been also introduced

4\. **Infrastructure Enhancements**

* Terraform Script Updates: Improved automation for cloud infrastructure provisioning.
* AWS Integration: Enhanced support and optimization for AWS deployments.
* Azure Integration: Improved compatibility and performance for Azure environments.
  {% endtab %}
  {% endtabs %}


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