Antigravity × Local LLM (Ollama / LM Studio / LM Link): A Production Connection Playbook
Getting Antigravity to connect to Ollama, LM Studio, or LM Link is the easy part. Running on that setup for eight hours a day, week after week, surfaces disconnects, model-swap hangs, stale sessions after lunch, and VRAM pressure from other processes. This playbook covers hardening the connection layer, picking the right backend for the task, and designing the fallback path for when local goes silent.
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.
Running Gemma 4 Locally: A Developer's Guide to On-Device AI Integration
Master running Google's latest open-source LLM Gemma 4 in your local development environment. Learn practical setups with Ollama and llama.cpp, plus multimodal and agent capabilities.
Antigravity × AgentKit 2.0 × Gemma 4: Cut API Costs by 80% with a Local Multi-Agent System in Production
A complete implementation guide to combining AgentKit 2.0 with locally-run Gemma 4, cutting cloud API costs by 80% while maintaining production-grade quality. Covers hybrid LLM routing, fault tolerance, and cost monitoring.
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.
Optimizing Gemma 4 System Instructions in Antigravity — Get Dramatically Better Responses from Your Local Model
When using Gemma 4 as a local model in Antigravity, system instructions make or break response quality. Here are tested patterns and measurable results from optimizing prompts for local inference.
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.