AI SKILLS & AGENT PRACTICE
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Latest
Building a Local Multi-Agent Workflow with CrewAI
A practical walkthrough of Agent, Task, Crew, Process.sequential, and deterministic post-processing validation using CrewAI with a local Ollama model.
Understanding LlamaIndex Architecture Through a RAG Application
A practical tour of how Document, TextNode, VectorStoreIndex, StorageContext, PGVectorStore, and QueryEngine work together in a Chinese movie recommendation RAG demo.
Understanding How Models Learn to Prefer Better Answers Through a DPO Alignment Demo
A practical DPO Alignment walkthrough that explains where Alignment fits in the LLM generation pipeline, how DPO data and training roles work, and how DPO differs from SFT.