✦ Welcome to SPS
Choose your role so SPS can assign you the perfect AI specialist. You can change this anytime in Settings.
💬
General User
Everyday tasks, questions, writing, research
SPS-Chat-72B
💻
Software Engineer
Code generation, debugging, architecture
SPS-Coder-16B + SPS-StarCoder-15B
🔬
Researcher
Deep analysis, math, reasoning, literature
SPS-Reason-8B (DeepSeek-R1)
📊
Data Scientist
ML, statistics, data analysis, visualizations
SPS-Reason-8B + SPS-Coder-16B
🎓
Student
Homework, explanations, study support
SPS-Chat-72B
🎨
Creative
Writing, images, videos, storytelling
SPS-Chat-72B + SPS-Image-FLUX
⚙️
DevOps / SRE
Scripts, automation, infra, deployment
SPS-Agent-7B
🌐
Other
Let SPS auto-route based on your messages
Auto-Router
Welcome
SPS Agent Studio
SPS AI Agent Studio
Powered by Qwen2.5-Coder. Plans deeply, creates files, tests in VPS/Docker/Linux sandbox, fixes all errors, searches the web in real-time, auto-cleans up — fully autonomous.
or
🐧 Live Sandbox idle
local
╔══════════════════════════════════════════════════╗║ SPS Agent — Live Sandbox View ║║ VPS SSH → Docker → Local (auto-fallback) ║║ All packages & files auto-cleaned after job ║╚══════════════════════════════════════════════════╝──────────────────────────────────────────────────
workspace/ — 0 B
no files yet
no runs yet
🌐 Real web search results — multi-engine
no searches yet
Files: 0
Runs: 0
Installs: 0
Searches: 0
Errors: 0
read-only · live
📁 Files & AI Activity Log
file.py
🤖 AI Execution Log Real-time — read only
// AI activity will appear here…
Agent memory notes
No notes yet
Session Statistics
0
Messages
0
Files
0
Code Runs
Activity (7 days)
🔑 API Key & Server
Your API Key
⚠ Never share your API key with anyone
Daily Limit
500
Remaining
—
Status
✓ Active
Files
—
Total Runs
—
Storage
—
Account
—
Sandbox Mode
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CONNECTION
SPS Server Checking…
Paste your Kaggle ngrok/cloudflared tunnel URL below.
Get it from your running Kaggle notebook cell.
Server Health
🌐 Real Web Search
Quick:
Enter a query and press Search to get real web results.
⚙️ Settings
Theme & Appearance
Theme
Font size
Agent Behaviour
Show thinking steps
Display plan & reasoning
Auto-open split screen
Open file pane when file created
Auto-open sandbox
Open sandbox when agent starts
Typewriter effect
Stream response word by word
Show search results inline
Display web results in chat
Confetti on complete
Sound on complete
Show response time
Custom system instructions
Memory
Context turns
Messages sent as history
Session Stats
0
Messages
0
Files
0
Runs
📋 Prompt Templates
Add Template
Saved Templates