Tutorials

Microsoft Agent Framework with HopX: Secure Code Execution for AI Agents

Build AI agents with Microsoft's new Agent Framework and HopX sandboxes. The unified successor to AutoGen and Semantic Kernel, now with isolated code execution.

Microsoft AutoGen with Isolated Code Execution Using HopX

Build production-ready AutoGen agents with secure code execution. Replace Docker with HopX sandboxes for faster, safer multi-agent conversations that can run Python.

CrewAI Multi-Agent Pipelines with Secure Code Execution

Build production-ready CrewAI agents that execute code safely. Learn how to create multi-agent workflows where each agent can run code in isolated HopX sandboxes.

Getting Started with HopX: Your First Sandbox in 5 Minutes

Create your first secure cloud sandbox with HopX. Learn how to install the SDK, execute code safely, and build AI-powered applications in minutes.

LangChain Tools with Secure Code Execution Using HopX

Learn how to build LangChain agents that execute code safely in isolated sandboxes. Complete tutorial with custom tools, PythonREPL replacement, and production-ready patterns.

LlamaIndex + HopX: Building RAG Agents with Code Execution

Combine LlamaIndex's powerful RAG capabilities with HopX sandboxed code execution. Build agents that can retrieve information AND compute answers with Python.

Scrape and Analyze Airbnb Data with Firecrawl and HopX

Build a complete web scraping and data analysis pipeline using Firecrawl for extraction and HopX sandboxes for secure processing. Extract Airbnb listings, clean data, and generate insights.

Vercel AI SDK: Streaming Code Execution with HopX

Build AI applications with the Vercel AI SDK that execute code in real-time. Stream sandbox output to users as it happens using Server-Sent Events and React Server Components.

Run Any LLM with Ollama in Secure Sandboxes

Deploy Large Language Models using Ollama in secure HopX sandboxes. Learn how to get 100ms cold starts, save up to 78% on costs, and keep data private with hardware-level isolation.

Desktop Automation with HopX: Browser Testing & RPA

Learn how to automate browsers, perform RPA tasks, and run desktop applications in secure cloud sandboxes. Complete guide with Playwright, Puppeteer, and Selenium examples.

Custom Templates: Pre-bake Your Perfect Environment

Learn how to create custom HopX templates with pre-installed dependencies, configurations, and files. Reduce cold start times and ensure consistency across sandboxes.

Secure File Operations in AI Sandboxes

Complete guide to reading, writing, and managing files in HopX sandboxes. Learn secure patterns for file uploads, downloads, and data processing in isolated environments.

Data Analysis with Pandas in Isolated Sandboxes

Learn how to perform secure data analysis using Pandas in HopX sandboxes. Process CSV files, generate reports, and create visualizations without exposing your data or infrastructure.

Streaming Code Execution: Real-time Output for AI Agents

Learn how to stream code execution output in real-time from HopX sandboxes. Build responsive AI agents that show progress, handle long-running tasks, and provide immediate feedback.

Running Jupyter Notebooks in the Cloud

Execute Jupyter notebooks programmatically in HopX sandboxes. Learn how to run notebooks headlessly, extract results, and build notebook-powered APIs and automation.