Embedded Device Deployment

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Overview

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Supported Devices

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Hardware Requirements

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Minimum Requirements

• CPU: Any single-core 0.6GHz+ processor (ARM, ARM64, RISC-V, x86_64)
• RAM: 10MB minimum, 64MB recommended
• Storage: 50MB for binary + config
• Network: WiFi or Ethernet

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Recommended Specifications

• RAM: 128MB+ for better performance
• Storage: 256MB+ for logs and conversation history
• Network: Stable connection for API calls

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Architecture Support

• ARM (32-bit) - ARMv7 and later
• ARM64 (64-bit) - ARMv8/AArch64
• RISC-V - RV64GC and compatible
• x86_64 - Standard x64 processors

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LicheeRV-Nano Deployment

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About LicheeRV-Nano

• Price: $9.90
• CPU: RISC-V C906 @ 1GHz
• RAM: 64MB DDR2
• Variants: E (Ethernet) or W (WiFi 6)
• Use Case: Minimal home assistant, IoT gateway

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Installation

1. Download the RISC-V binary:

wget https://github.com/sipeed/picoclaw/releases/download/v0.1.1/picoclaw-linux-riscv64
chmod +x picoclaw-linux-riscv64

2. Transfer to device (via SCP or USB):

scp picoclaw-linux-riscv64 root@licheerv-nano:/usr/local/bin/picoclaw

3. Initialize on device:

ssh root@licheerv-nano
picoclaw onboard

4. Configure your API keys in ~/.picoclaw/config.json

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Memory Optimization for 64MB RAM

{
  "agents": {
    "defaults": {
      "max_tokens": 2048,
      "temperature": 0.7,
      "max_tool_iterations": 10
    }
  },
  "heartbeat": {
    "enabled": false
  }
}

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NanoKVM Deployment

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About NanoKVM

• Price: $30-100 (Standard/Pro)
• CPU: ARM Cortex-A7/A53
• RAM: 512MB - 1GB
• Use Case: Remote server management with AI assistance

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Installation

1. Download the ARM64 binary:

wget https://github.com/sipeed/picoclaw/releases/download/v0.1.1/picoclaw-linux-arm64
chmod +x picoclaw-linux-arm64

2. Transfer to NanoKVM:

scp picoclaw-linux-arm64 root@nanokvm:/usr/local/bin/picoclaw

3. Set up as a service (see systemd guide)

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Use Cases for NanoKVM

• Automated monitoring: AI agent monitors server status
• Alert analysis: AI interprets error messages and suggests fixes
• Remote assistance: Chat with your KVM via Telegram for server status

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MaixCAM Deployment

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About MaixCAM

• Price: $50 (MaixCAM) /$100 (MaixCAM2)
• CPU: ARM Cortex-A7 @ 1GHz+
• RAM: 256MB - 512MB
• Camera: Built-in with AI processing
• Use Case: Smart monitoring, security, computer vision

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Installation

1. Download the appropriate binary:

# For 32-bit systems
wget https://github.com/sipeed/picoclaw/releases/download/v0.1.1/picoclaw-linux-arm

# For 64-bit systems
wget https://github.com/sipeed/picoclaw/releases/download/v0.1.1/picoclaw-linux-arm64

2. Transfer to MaixCAM and install
3. Configure for monitoring:

{
  "channels": {
    "telegram": {
      "enabled": true,
      "token": "YOUR_BOT_TOKEN"
    }
  }
}

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Use Cases for MaixCAM

• Smart security: AI analyzes camera feeds and sends alerts
• Object detection: Notify when specific objects are detected
• Event logging: Natural language logs of camera events

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Building from Source for Embedded Devices

# Clone repository
git clone https://github.com/sipeed/picoclaw.git
cd picoclaw

# Install dependencies
make deps

# Build for specific architectures
make build-linux-arm      # 32-bit ARM
make build-linux-arm64    # 64-bit ARM
make build-linux-riscv64  # RISC-V 64-bit

# Build all platforms
make build-all

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Performance Benchmarks

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Memory Usage by Device

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Boot Time

• Cold start: < 1 second
• Gateway mode: < 2 seconds
• Memory footprint: Stable at < 10MB

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Network Configuration

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Static IP Configuration

# Edit network config
nano /etc/network/interfaces

# Add static IP
auto eth0
iface eth0 inet static
    address 192.168.1.100
    netmask 255.255.255.0
    gateway 192.168.1.1

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WiFi Setup (for W variants)

# Configure WiFi
wpa_passphrase "YOUR_SSID" "YOUR_PASSWORD" >> /etc/wpa_supplicant/wpa_supplicant.conf

# Restart networking
systemctl restart networking

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Storage Management

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Check Available Space

df -h

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Clean Up Old Logs

# Limit session history
find ~/.picoclaw/workspace/sessions -type f -mtime +7 -delete

# Compress old logs
find ~/.picoclaw -name "*.log" -mtime +1 -exec gzip {} \;

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Configure Log Rotation

/var/log/picoclaw/*.log {
    daily
    rotate 3
    compress
    missingok
    notifempty
}

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Running as a Service

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Troubleshooting

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Out of Memory

• Reduce max_tokens in config
• Disable heartbeat for very low-memory devices
• Enable swap if available

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Slow Performance

• Check network latency to API provider
• Reduce max_tool_iterations
• Use a faster LLM provider (e.g., Groq, Cerebras)

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Device Reboots

• Check power supply stability
• Monitor temperature: cat /sys/class/thermal/thermal_zone0/temp
• Ensure adequate cooling

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Community Deployments

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Next Steps

• Run as System Service - Auto-start on boot
• Optimize Configuration - Tune for your hardware
• Chat Apps Integration - Connect Telegram, Discord