Foundations of Gen AI & Agentic AI Systems
December 4, 2025 ยท View on GitHub
This section provides core concepts and foundational knowledge for Gen-AI systems, Agents, and agentic AI systems.
Note (2025): The field of agentic AI has seen significant maturation in 2025, with standardized frameworks, evaluation practices, and enterprise patterns. This foundational knowledge remains essential for understanding the latest developments in agentic AI systems.
Contents:
1. Gen AI
- AI Engineering Summary: chapter-wise summary of the AI Engineering book by Chip Huyen
- LLMs: LLM training workflows, LLM frameworks comparison, and LLM architecture (trasnformers variants.)
- Gen-AI: Technical architecture and evaluation frameworks
2. Agents
- Agents: Agents and agentic AI systems definitions and evolution
3. AI coding
- Modern Python: Best practices and optimization in modern Python & vibe coding