Advanced AI

3- Unique AI Toolkit

This course teaches developers how to build AI-powered applications on the Unique AI Platform using the Unique AI Toolkit. Across four modules, you will set up your environment, work with standalone services including the OpenAI-compatible API and Knowledge Base, build event-driven agents, and implement code execution in custom agents.

Average Time for Course Completion : 6 hours

Course content

Lesson Unique SDK + Toolkit: How to Interact
- Welcome!
- Introduction
- Unique AI Platform Entities Overview
- Installation and Setup
  - Environment Setup
  - Make your first LLM call
- Module 2: Standalone Applications
  - The OpenAI API Client
    - Structured Output with OpenAI
    - Function/Tool calling with OpenAI
  - Knowledge Base
    - Upload Document to Knowledge Base
    - Download Content from the Knowledge Base
    - Content Chunks Search
    - Metadata & Smart Rules
    - Human Resources in Knowledge Base
- Module 3: Event Based Application
  - Architecture Overview - Lifecycle of a chat event
  - Module development via SSE
  - Chat Interface
    - Create Custom Space
    - Your First Chat Interaction
    - Manual Reference
    - Chat Message Assessment
    - RAG Application
- Module 4: Code Execution
  - 1. What is Code Execution in Custom Agents?
  - 2. Setting Up Your First Code Execution Agent Demo
  - 3. Container, File System & Data Flow
  - 4. Generating and Displaying Files from Code
  - 5. Combining Code Execution with Custom Tools
  - 6. Building an Agent with Custom Tools and Code Execution
- Conclusion
- Course Survey