GELab-Zero

One-Minute Overview#

GELab-Zero is a top-tier GUI agent solution developed by the StepFun-GELab team. It provides a complete full-stack infrastructure that resolves mobile ecosystem fragmentation, supports local deployment on consumer-grade hardware, and offers flexible task distribution and orchestration capabilities.

Core Value: Unifies mobile AI agent development experience, lowers the threshold from prototype to production, and ensures data privacy with low latency.

Quick Start#

Installation Difficulty: Medium - Requires setting up LLM inference environment, Android device execution environment, and Agent runtime environment, though one-click deployment scripts are provided.

# Set up LLM inference environment (ollama or vllm)
# Set up Android device execution environment (adb configuration and developer mode)
# Set up Agent runtime environment (gelab-zero one-click deployment script)

Is this suitable for my scenario?

• ✅ Scenarios requiring automated GUI operations on mobile devices
• ✅ Enterprises prioritizing data privacy and local deployment
• ✅ Applications needing complex task distribution across multiple devices
• ❌ Users without technical background seeking simple plug-and-play solutions

Core Capabilities#

1. Full-Stack Infrastructure - Resolving Mobile Ecosystem Fragmentation#

• Provides unified one-click inference pipeline, automatically handling multi-device ADB connections, dependencies, and permissions User Value: Developers can focus on strategic innovation rather than engineering infrastructure

2. Consumer-Grade Local Deployment - Optimized Performance and Privacy#

• Built-in 4B GUI Agent model fully optimized for Mac (M-series) and NVIDIA RTX 4060
• Supports complete local execution on standard consumer hardware User Value: Ensures data privacy and low latency without requiring cloud resources

3. Flexible Task Distribution & Orchestration - Handling Complex Scenarios#

• Supports distributing tasks across multiple devices with interaction trajectory recording
• Offers three versatile modes: ReAct loops, multi-agent collaboration, and scheduled tasks User Value: Capable of handling complex, real-world business scenarios

4. Accelerate from Prototype to Production - Lowering Application Barriers#

• Helps developers rapidly validate interaction strategies
• Enterprises can directly reuse underlying infrastructure for zero-cost MCP integration User Value: Bridges the critical gap between "feasibility verification" and "large-scale application"