#local LLM

'A hands-on tutorial showing how to build, trace, and evaluate a local LLM QA pipeline with Opik and a lightweight Hugging Face model, producing reproducible metrics and visual traces.'

'A practical tutorial demonstrating how to build local multi-agent AI workflows with AutoGen concepts, LangChain chains, and Hugging Face models, including full runnable code examples.'

Learn how to build a GPU-accelerated Ollama LangChain workflow with integrated RAG agents and multi-session chat memory management, including performance monitoring for efficient local LLM deployment.