Agentic AI
5 concepts
Intermediate
Agentic AI
Agentic Engineering
The discipline of building autonomous AI agent systems — covering architecture, orchestration, tool integration, safety, and operations.
Intermediate
Agentic AI
Agentic RAG
RAG where an autonomous agent controls the retrieval process — iteratively searching, refining queries, and cross-referencing sources.
Intermediate
Agentic AI
Context Compression for AI Agents
Techniques to reduce token counts while preserving meaning — critical for agentic workflows that exhaust even million-token context windows.
Intermediate
Agentic AI
Prompt Chaining
Breaking complex tasks into a sequence of simpler LLM calls where each output feeds the next input — improving quality 20-40% over single-pass processing
Beginner
Agentic AI
AI Agent
An AI system that autonomously plans, reasons, and takes actions to accomplish goals using tools