Large Language Models

AI Agents & Tool Use

Agent architectures, tool calling, and autonomous systems

RAG & Knowledge Integration

Retrieval-augmented generation and vector databases

Prompt Engineering

Prompting techniques, chain-of-thought, and optimization

LLM Deployment

Inference optimization, quantization, and serving

LLM Training & Fine-tuning

SFT, RLHF, LoRA, and parameter-efficient methods

LLM Fundamentals

LLM Fundamentals

Scaling laws, emergent abilities, and architecture