AI Orchestration
AI Orchestration…
Current Leading Frameworks
Semantic Kernel
Semantic Kernel is a model-agnostic SDK to build, orchestrate & deploy AI agents and multi-agent systems
# Single Agent
LangChain
most basic code example for Single Agent
LlamaIndex
most basic code example for Single Agent
Underlying Concepts from Key Papers
Tool Calling
Read more: Evaluation Driven Development
Evals
- LLM-as-a-Judge
- Code-based
- Human Label
What to look at
- Trajectory
- Convergence Score
Tools
Arize AI (Phoenix UI)