Google Antigravity Python SDK Production Masterguide: Multimodal, Agents, and RAG Pipelines from Design to Deployment
The complete guide to using the Google Antigravity Python SDK in production. Covers multimodal input, tool calling, RAG pipelines, streaming, cost optimization, and Cloud Run deployment with working code examples.
Implementing Function Calling with Antigravity Python SDK: A Practical Guide to Giving AI Access to External Tools
Learn how to implement Function Calling with the Google Antigravity Python SDK. Includes working code examples for connecting AI to external APIs, handling multi-tool loops, and debugging within Antigravity IDE.
When the google-genai SDK Refuses to Work — Diagnosing and Fixing Python API Errors in Antigravity
A practical guide to diagnosing and fixing the most common google-genai SDK errors in Antigravity: authentication failures, ImportError, deprecated model names, and rate limiting — with working code examples for each.
Fixing Hugging Face Transformers Errors — Identifying the Cause and Resolving It
Hugging Face Transformers errors sorted by symptom: ImportError, CUDA OOM, bf16 on unsupported GPUs, gated-model 401s, and cache bloat. How to identify the cause and work through the fix.
Stable Diffusion & ComfyUI Not Working: A Complete Error Troubleshooting Guide
Fix common Stable Diffusion and ComfyUI errors including installation failures, VRAM issues, model loading problems, and broken custom nodes with step-by-step solutions.
Antigravity AgentKit 2.0 Runtime Errors: Complete Troubleshooting Guide — tool_call Failures, Infinite Loops, and Context Overflow
A comprehensive guide to diagnosing and fixing AgentKit 2.0 runtime errors in production: tool_call failures, infinite loop detection, context window overflow, parallel agent sync errors, and graceful degradation patterns — all with working code.
How to Fix LangChain and LlamaIndex Version Mismatch and Dependency Errors
Struggling with LangChain or LlamaIndex version conflicts and dependency errors? This guide covers the 5 most common error patterns, their root causes, and step-by-step solutions to get your AI development environment back on track.
Antigravity × LangGraph: Complete Masterguide for Stateful AI Agent Development
A comprehensive guide to building stateful AI agents by combining LangGraph with Antigravity. Covers graph-based workflow design, state management, checkpointing, and human-in-the-loop patterns for production-ready systems.
Antigravity × htmx: Building an HTML-Driven AI Chat App — Zero JavaScript, Full Interactivity
Build an AI chat app with Antigravity IDE, htmx, FastAPI, and Gemini API — zero JavaScript. A hands-on tutorial for hypermedia-driven development with Python.
Antigravity × Python FastAPI — Build RESTful APIs Fast with AI Agents
Learn how to use Antigravity's AI agents to build a Python FastAPI backend from scratch. Covers endpoint design, JWT authentication, database integration, and deployment with practical code examples.