ARIS is a fully autonomous AI system running 100% on-premise. No cloud, no external dependencies, no security compromises. Developed by 4LEVEL4.
ARIS combines 16 AI modules — code generation, neural brain, vision AI, web intelligence, document processing, and more — all local, all secure.
Streaming responses, persistent context across sessions, markdown rendering, file upload with drag-drop and Ctrl+V paste, conversation bookmarks, voice input.
Smart pipeline: plan→generate→validate→package. 30+ languages. Auto-fix errors with AI retry. Persistent projects on disk.
80,000+ chunks from 1,200+ sources. ChromaDB with sentence-transformers. RAG for precise answers. Auto-ingestion from web crawling.
PyTorch micro-neurons specialized per domain. Contrastive learning. Auto-pruning weak neurons. 50 max neurons with strength tracking.
Multi-source search: Bing, DuckDuckGo, Brave, GitHub, Google Scholar. Autonomous research with curriculum system. Self-discovery of new topics.
AST-based malicious code detection, exploit blocker, sandboxed executor, anti-injection, anti-SSRF, IP banning, proof-of-work captcha.
minicpm-v model for object detection, scene understanding, screenshot analysis. Auto image search from Wikimedia, Bing, DDG. Thumbnails in chat.
Extract text from any image, screenshot, document photo. Full-text searchable OCR database. ARIS learns from every image uploaded.
PDF, DOCX, XLSX, PPTX, CSV, RTF, ODT, ODS + 30 code formats. Extract text, tables, metadata. AI analysis of any uploaded file.
Execute Python in isolated sandbox. Auto-install missing modules. Auto-fix errors with AI. Detailed execution logs. HTML/CSS/JS live preview.
Reverse proxy with hot-swap between instances. Automatic failover and crash recovery. Loading screen during restarts.
Installable on Android/iPhone/Desktop. Offline shell caching. Native app experience. Service worker with smart caching.
7 permission levels: chat, knowledge, build, vision, OCR, sandbox, documents. Per-client key management. Admin approval system.
English, Deutsch, Română. Dark/Light theme. Customizable settings. Legal documents (ToS + GDPR) in all 3 languages.
Client management, analytics, model switching, backup/restore, scheduled tasks, audit logs, hosting panel, system metrics.
24/7 learning cycle. Self-modifying code. Auto-curriculum with 100+ topics. Knowledge gap detection. Neural brain training.
Qwen2.5-Coder 32B via Ollama, optimized for RTX 5090 with 32GB VRAM. Smart generate with planning + knowledge injection + neural brain activation.
Perceive → Retrieve → Reason → Act → Learn. Self-generating curriculum, self-discovery, self-improvement. Neural Brain with PyTorch neurons training continuously.
ChromaDB with local sentence-transformers. Retrieval-Augmented Generation for precise knowledge-based answers.
Code execution in containers with no network, read-only FS, memory and CPU limits. Zero risk for host.
Connect any application to ARIS via API keys with granular permissions. Chat, knowledge base, code generation — all through a single endpoint.
Send a message and receive the AI response. Supports conversations with persistent context via session_id.
{
"message": "Create a REST API in Python",
"session_id": "my-app-001"
}
// Response:
{
"response": "Here is a complete REST API...",
"session_id": "my-app-001",
"model": "aris-local"
}
Add a web page to the ARIS knowledge base. The AI will use this knowledge in future responses.
{
"url": "https://docs.example.com"
}
// Response:
{
"success": true,
"chunks_ingested": 12,
"content_length": 8450
}
Each request requires an API key in the header. Create keys with granular permissions from the ARIS dashboard.
curl -X POST https://your-aris-server/api/v1/chat \ -H "Content-Type: application/json" \ -H "X-API-Key: aris-xxxxxxxx-xxxxxxxxxxxxxxxx" \ -d '{"message": "Hello ARIS!"}' // Alternative, Bearer token: -H "Authorization: Bearer aris-xxxxxxxx-xxxxxxxxxxxxxxxx"
From software development to autonomous research, ARIS adapts to your needs.
Full-stack code generation with AI review, validation, and auto-fix. 30+ languages with persistent projects.
PDF, Word, Excel, PowerPoint generation. AI writes content, ARIS compiles the file automatically.
OCR, object detection, screenshot understanding. Vision AI powered by minicpm-v model.
REST API with granular permissions, PHP/Python/JS integration, Admin Console for direct control.
Web crawling, knowledge building, neural brain training. Self-generating curriculum with 100+ topics.
Zero cloud, zero data leaks, full control. AST-based code scanning, sandboxed execution, IP banning.
Contact the 4LEVEL4 team for a live demo or to discuss implementing ARIS in your organization.