Ollama: Optimizing Local LLM Context for Code Generation

In a recent video, creator Nichonauta demonstrates how to configure context in Ollama to run local language models for code generation and AI agent tasks. The tutorial covers setting up context windows, implementing OpenAI-compatible clients, managing conversation history, and installing Llama Server. It compares small local models to Claude and discusses RAM/VRAM requirements. The video also explores real-time interaction challenges and error correction in agentic workflows, with practical tests for coding and video game AI.