A curated collection of production-grade, interactive implementations of state-of-the-art AI, Agentic Systems, and Scientific Intelligence research papers. Every project is built 100% locally with zero Docker requirements, featuring rich visual user interfaces, automated verification test suites, and local LLM integrations (Ollama / Qwen / Gemma).
| # | Project Name | Paper Title & Reference | Key Innovations | Tech Stack | Repository | Status |
|---|---|---|---|---|---|---|
| 01 | ⏳ Agent Time Machine | "Agentic Transaction: Towards ACID-Compliant Agent Systems" (Sun et al., Tsinghua / arXiv:2608.13900) | ACID Guarantees for AI Agents: Write-Ahead Logging (WAL), LIFO Saga Compensating Rollback, Point-in-Time Checkpointing, Semantic Invariant Guards | FastAPI, Vue 3, Local Ollama (qwen2.5:7b), Cyber-Obsidian UI |
Monorepo | ✅ Complete (12/12 Tests Passing) |
| 02 | 🗺️ ResearchAtlas | "Autonomous Research Field Cartographer & Multi-Signal Cross-Paper Synthesizer" | Field Cartography in 1 Search: Multi-query arXiv crawler, Two-Stage Multi-Signal Reranker (BM25 + Cross-Encoder + Citation RRF), Structured Dossiers, Evolutionary DAG, Field Saturation Gauges, TinyDB NoSQL Store | FastAPI, Next.js 14, TinyDB, SentenceTransformers, Apple Silicon Metal | Private Repo | 🔒 Private Repository |
🌟 Featured Project: 01. Agent Time Machine
An interactive visual platform demonstrating ACID transactions and automatic visual rollback for autonomous AI agents.
┌────────────────────────────────────────────────────────────────────────────────────────┐
│ [ 💬 CLIENT ASSISTANT & PLANNER ] [ ⏳ TIME MACHINE INSPECTOR ] [● WS STREAMING] │
├────────────────────────────────────────────────────────────────────────────────────────┤
│ USER CHAT │ CLIENT WALLET / LEDGER STATE │
│ "Book my Hawaii vacation with $1,000 budget" │ Initial: $1,000 → Charged: $0 → $1,000│
│ ├──────────────────────────────────────┤
│ 🤖 DYNAMIC OLLAMA QWEN PLAN: │ TRANSACTION EXECUTION PROGRESS │
│ 1. Verify Travel Budget (Undo: None) │ ✓ 1. Verify Wallet ($1,000) │
│ 2. Reserve Beachfront Hotel -$400 (Undo: ref) │ ↺ 2. Reserve Hotel (-$400) [COMPENS] │
│ 3. Book Roundtrip Flights -$500 (Undo: ref) │ ↺ 3. Book Flight HA-402 (-$500) │
│ 4. Rent Convertible Car -$100 (Undo: canc) │ ✕ 4. Rent Island Car [FAILED: 504] │
│ ├──────────────────────────────────────┤
│ [x] Simulate Step 4 Failure (Test Rollback) │ [✓ 100% REFUNDED: Hotel + Flight] │
│ [ APPROVE & EXECUTE TRANSACTION ] │ Balance Restored: $1,000.00 │
└────────────────────────────────────────────────────────────────────────────────────────┘
cd agent-time-machine
./run.shOpen http://localhost:8000 in your browser!
Each project in this portfolio represents a rigorous implementation of an AI research paper with:
- Dedicated single-command startup script (
./run.sh). - Independent virtual environment and test suite (
pytest). - Standalone documentation (
README.md) with mathematical foundations, architecture diagrams, and paper citations. - Modern visual frontend adhering to
VoltAgent/awesome-design-mddesign guidelines.
MIT License. Created by Simranjeet Singh.