Building a RAG Pipeline with Gemma 4 and ChromaDB: Implementation
A complete walkthrough of building a local RAG pipeline using Gemma 4 + Ollama + ChromaDB + LangChain. Includes production-ready Python code with error handling, cost comparison, and practical tips from real-world use.
Running Gemma 4 Locally with Antigravity — Model Sizing, Ollama Tuning, and Keeping It Stable
Wiring Gemma 4 into Antigravity through Ollama, from picking a model size that fits your machine to the GPU tuning that actually moves the needle — plus what to do when responses crawl or memory gives out.
Running Gemma 4 in Antigravity — Ollama Setup and a Realistic Local/Cloud Split
How to run Gemma 4 locally in Antigravity IDE with Ollama: installation, a three-step connection check that actually isolates failures, keep_alive tuning to kill reload waits, and a realistic split between Gemma 4 and Gemini 2.5 Pro.
Gemma 4 on Antigravity: Complete Debugging Guide for Errors and Performance Issues
Gemma 4 not loading, running too slowly, or producing poor output on Antigravity? This complete guide covers VRAM requirements, quantization settings, multimodal failures, and inference speed optimization — everything specific to Gemma 4's architecture.
Antigravity Local LLM Not Connecting: Four Causes to Check First
Can't get Antigravity to connect to your local LLM? This guide covers all four failure patterns — Ollama not running, LM Studio server not started, VRAM issues, and macOS firewall blocking — with diagnostic commands and step-by-step fixes.
Gemma 4 × Antigravity: Build a Local AI Code Review Setup That Never Sends Your Code to the Cloud
Run Gemma 4 locally and integrate it with Antigravity's editor for AI-powered code reviews that keep your proprietary code entirely on your machine.
Antigravity × Gemma 4: Building Production AI Agents with Local LLMs
A complete guide to running Gemma 4 in Antigravity and building production-grade AI agents. Covers model selection, Ollama setup, AgentKit 2.0 integration, and multi-agent scaling.
Antigravity Local LLM (Ollama) Connection Error: Complete Diagnosis and Fix Guide
Can't connect Antigravity to your local LLM (Ollama)? This diagnostic guide walks through every possible cause — ports, firewalls, model configs, environment variables — with step-by-step fixes.
Setting Up Local LLMs in Antigravity for Practical Use
Step-by-step guide to configuring local LLMs in Antigravity. Covers Ollama and LM Studio integration, recommended models, Gemma 4 local setup, and troubleshooting tips for a privacy-first development environment.