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Deploy SAM-AI frontier tools, Pyodide Python code interpreter, live web search, and interactive canvas
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metadata 
title: SAM-AI by Parallax
emoji: ⚡
colorFrom: blue
colorTo: indigo
sdk: static
pinned: false
license: apache-2.0

⚡ SAM-AI — Parallax Frontier Autonomous Intelligence Platform

Parallax Intelligence Lab | Founded by Samrish

Welcome to the official public web platform for SAM-AI, a sovereign frontier autonomous intelligence engineered by Parallax.

🌐 Official Cloud Server & Live Web Domain

🧰 The Complete Frontier Tool & Skill Suite

SAM-AI integrates native agentic capabilities across reasoning, execution, and web grounding:

  1. 🐍 In-Browser Python Code Interpreter (Pyodide Wasm):
    • Client-side WebAssembly Python runtime.
    • Run math proofs, simulations, NumPy algorithms, and data processing directly in your browser with 0 latency.
  2. 🌐 Live Web Search & Deep Research Grounding:
    • Multi-hop real-time knowledge retrieval with dynamic footnote citations [1], [2].
    • Synthesizes findings across scientific literature and public information.
  3. 🎨 Claude-Style Interactive Canvas & Artifacts Studio:
    • Split-screen workspace for real-time compilation and execution of HTML5, CSS3, JavaScript, 2D arcade games, and Mermaid architecture diagrams.
    • One-click artifact downloads (.html, .py, .js).
  4. 🧩 ARC-AGI-3 Reasoning & Search Engine:
    • Macro-Action BFS path planning, frame-delta differential tracking, and spatial transformation reasoning.
  5. 📂 Any-to-Text Universal File Ingestion:
    • Upload and parse text files, source codebases, CSV datasets, JSON structures, and documents directly into model context.
  6. 🤖 Antigravity Autonomous Pair-Programming Agent:
    • ReAct execution loop capable of reading files, generating code, running terminal commands, and self-correcting errors.
  7. 🔌 Universal Model Context Protocol (MCP) Server:
    • Anthropic MCP JSON-RPC 2.0 compliant bridge enabling tools to be called from OpenCode, Cursor, and Claude Desktop.

📦 Published Artifacts & Competitions

  • Hugging Face Model Hub: Samrish2009/SAM-AI-Reasoning-v4 (14B LoRA reasoning weights, $r=16$)
  • Kaggle ARC-AGI-3 Competition: Interactive track participant (samrishb) evaluating macro-action exploration on ARC Prize 2026.
  • Kaggle ARC-AGI-2 Competition: Solver notebook samrishb/arc-agi-2-sam-ai-solver evaluating $D_4$ dihedral symmetry rules.