Claude Code Local Ollama: The 80% Token Reduction Hack

If you are looking for the ultimate Claude Code tutorial to run your AI locally, this Token Optimizer and Ollama guide will change everything. Learn how to run Claude Code locally with Ollama and stop wasting expensive API tokens. When building AI coding assistants, massive context bloat causes your local LLM to drop important memory and become useless. Today, we fix this entirely by using Token Optimizer—a zero-dependency tool that tracks every token and creates a live local dashboard to monitor your AI. We will walk through the complete Claude Code setup, integrate it with local Ollama models like Gemma 4, and show you exactly how to catch ghost tokens and retry loops. By the end of this video, you will know exactly how to use Ollama with Claude Code for a blazing-fast, free AI coding experience. Chapters: 0:00 Introduction 0:21 Context Bloat 1:12 Tool Overview 2:42 Live Dashboard 4:40 Smart Compaction 6:05 Quality Score 7:06 Active Compression 8:31 Demo Setup 15:46 Testing Tool 16:57 Use Cases 🔗 RESOURCES & LINKS : 💻 Codes used in Video: https://github.com/47thtechcorner/RayCodes_TokenOptimizer 🔗 Token Optimizer Repo: https://github.com/alexgreensh/token-optimizer/tree/main 🔥 To support the channel: ☕ Buy Me a Coffee : https://ko-fi.com/prayasjain 🍵 Buy Me a Chai : https://getmechai.vercel.app/link.html?vpa=prayasjain99@okaxis&nm=PrayasJain&amt=21 📂 Build with AI: https://www.youtube.com/playlist?list=PLAUZ7SzhyCX78uq8DE-agQrmHGeJjsZBt 📂 Build with AI - Shorts: https://www.youtube.com/playlist?list=PLAUZ7SzhyCX7EyjDOnxrY5jDmlYzkSXw8 📂 AI Agents in Python: https://www.youtube.com/playlist?list=PLAUZ7SzhyCX6nCoKpLP7wCWaN4m4kjv3H 📂 Python for AI Full Course: https://www.youtube.com/playlist?list=PLAUZ7SzhyCX5iPRJ5Md2jdSEC4A6gHRdi 👇 Subscribe for more AI tutorials: http://youtube.com/channel/UCKm_g9j2tjtizrxrhMSVAww/?sub_confirmation=1 #claudecode #ollama #tokenoptimizer #localai #localllm #aicoding #claudeai #python claude ollama,claude code,ollama,claude code tutorial,claude code ollama,claude code free,gemma 4,ollama claude code,ollama tutorial,ollama claude code free,claude code free ollama,claude code with ollama,claude code + ollama,ollama claude,claude code local ollama,ollama + claude code,ollama windows,claude ai,ai claude,claude free,free claude,how to use claude,claude tutorial,claude for free,free claude ai,free claude code,vscode claude code