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PowerMind Dynamics User Guide

PowerMind AI Studio is a centralized enterprise AI control plane that provides multi-tenant orchestration, execution, governance, and LLMOps capabilities. Integrated with PowerMind Dynamics, PM Studio offers seamless conversational AI, file analysis, real-time performance tracking, and granular model lifecycle and access management.

This guide details step-by-step instructions for navigating and utilizing PowerMind AI Studio using standard platform interface workflows.

📑 Table of Contents

  1. Platform Access & Authentication
  2. Navigating to PowerMind Dynamics
  3. Chat Interface & Conversational Workspace
  4. Model Selector & Conversation Management
  5. Model Catalog Management
  6. Configuring Model Access & Visibility (Public vs. Private)

1. Platform Access & Authentication

To access the PowerMind AI Studio web interface:

  1. Open your web browser and navigate to your enterprise PM Studio URL (provided by your platform administrator).
  2. On the sign-in page, enter your corporate credentials:
    • Username / Email: <your_username> (or assigned enterprise ID)
    • Password: <your_password>
  3. Click Sign In to access the control plane dashboard.

PowerMind AI Studio Login Page

Figure 1: PowerMind AI Studio Enterprise Sign-In Screen.

2. Navigating to PowerMind Dynamics

Once logged in:

  1. In the left navigation sidebar under the Tools menu, locate the LLMOps section.
  2. Select Dynamics (AI Studio > Tools > dynamics).
  3. You will be presented with two main tabs at the top of the Dynamics workspace:
    • 💬 Chat: For conversational AI, document Q&A, and prompt execution.
    • 📦 Models: For model lifecycle control (loading, unloading, downloading, and permissions).

3. Chat Interface & Conversational Workspace

The Chat tab provides a real-time environment for prompt engineering and model interaction.

PowerMind Dynamics Chat Interface

Figure 2: PowerMind Dynamics Conversational Interface with Inference Metrics.

Key Features:

  • New Chat: Click + New Chat in the left sidebar to start a fresh conversation session.
  • Real-Time Performance Metrics: Each model response displays real-time telemetry:
    • Timestamp
    • Model ID
    • Total Tokens generated
    • Generation Speed (tokens/s)
    • Latency (ms)
  • Document & File Uploads: Click the 📎 Attach button to upload contextual files. Supported extensions include: PDF, DOCX, TXT, MD, CSV, JSON, XML, PY, JS, TS.
  • Export & Settings: Use the Export button at the top right of the message container to download conversation transcripts.

4. Model Selector & Conversation Management

You can easily select active models and organize past chat history using the left pane.

Model Selector & Chat Sidebar

Figure 3: Sidebar Chat History and Active Model Selection.

Steps to Switch Models in Chat:

  1. Click the model dropdown menu at the bottom right of the input box or switch to the Models tab in the sidebar toggle.
  2. Select the desired running model.
  3. Type your message and press Enter or click Send.

5. Model Catalog Management

Click on AI Studio > Tools > dynamics > models (or the Models tab) to access the Model Catalog.

PowerMind Dynamics Model Catalog

Figure 4: Model Catalog Overview with Status Badges and Controls.

Available Actions:

  • Model Status Indicators:
    • 🟢 running: Model is currently loaded into GPU memory and ready for inference.
    • 🔴 stopped: Model is saved on disk but unloaded from GPU memory.
  • Start / Stop Models:
    • Click ▶ Start to load an unloaded model into GPU memory.
    • Click ⏹ Stop to unload a running model and free up GPU resources.
  • Download Model: Click the blue ⬇ Download Model button at the top right to pull public or gated models directly from HuggingFace.
  • Refresh Registry: Click 🔄 Refresh Registry to update model availability.
  • Edit & Delete:
    • Click the ✏️ Edit (Pencil) icon to open access control settings.
    • Click the 🗑️ Delete (Trash) icon to delete a model from storage.

6. Configuring Model Access & Visibility (Public vs. Private)

PowerMind Dynamics supports granular Role-Based Access Control (RBAC) for all deployed models.

  1. In the Model Catalog, locate the target model.
  2. Click the ✏️ Edit icon on the model card.
  3. The Edit Model Access modal will appear:

Edit Model Access Modal

Figure 5: Model Access Control Modal (Public vs. Private).

  1. Choose visibility mode:
    • 🌐 Public: Makes the model visible and accessible to all authorized enterprise users.
    • 🔒 Private: Restricts access strictly to the owner and administrators.
  2. Click Save Changes to apply the access policy.

Documentation compiled for PowerMind AI Studio