👻Stowaway -- Multi-hop Proxy Tool for pentesters

Codes for NAACL 2021 Paper "Unsupervised Multi-hop Question Answering by Question Generation"

Deterministic agentic-style multi-hop RAG at research-SOTA parity on commodity LLM APIs — no GPU, proof tree per answer.

ISONGraph is a multi-language property graph library designed specifically for LLM and AI applications. It provides the most token-efficient way to represent graph data in LLM context windows while maintaining high accuracy for graph-based reasoning tasks.

Self-written SSH-only orchestrator for anti-DPI proxy infrastructure — drives sing-box-extended nodes (AmneziaWG / VLESS Reality+XHTTP / MTProxy) with multi-hop chains, takeover, node health, encrypted offsite backups, and an HTMX/Templ web UI. Zero agents on the nodes.

Orchestrate multi-hop pivots, SOCKS/forwards, and intranet recon through MCP tools. Authorized use only.

Advanced proxy-chain orchestration framework with multi-hop routing, automated validation, identity rotation, and real-time monitoring dashboard.

Easy multi-hop ssh connection

RIS-assisted wireless network simulator with beam sweeping, OFDM waveform simulation, and ML-guided beam optimization

A Solidity-based decentralized exchange (DEX) for trustless token swaps and liquidity provision. Includes Factory, Pair, and Router contracts inspired by Uniswap V2. Supports ERC-20 tokens with slippage protection and gas optimisations. A solid foundation for building DeFi apps.

MULTIPASS: bounded multi-hop retrieval for long-context memory (ICMLW)

TAMR+: Trust-Aware Multi-Signal Document Retrieval for Regulatory AI. TRACE scoring, gap attribution, 250-question benchmarks, HashGNN embeddings. EU AI Act compliant. Patent EP26162901.8.

A research-backed RAG engine using Optimal Transport for intelligent context construction. It retrieves evidence based on set-level semantic sufficiency, enabling reliable multi-hop reasoning while reducing context bloat by 90%.

a javascript intranet mail forwarding framework. hides true ip address of the mail server by forwarding mail via vpn with mutliple hops.

Implementation of CompactRAG (arXiv 2602.05728): atomize the corpus into self-contained Q→A facts offline, then answer multi-hop questions in exactly 2 LLM calls — decompose + synthesize, with vector lookups doing the hops. Free local Ollama.

🚀 Multi-hop SSH proxy manager with Web UI — SOCKS5/SOCKS4/HTTP, cross-platform, single binary | 多级SSH代理管理器

A Bluetooth Low Energy mesh messaging app for Android — no internet, no pairing, no setup needed. Currently supports direct 2-device chat; building towards multi-hop mesh relay where messages pass through intermediate devices to reach anyone in range. Built with Kotlin & Jetpack Compose.

Hybrid (BM25+dense+RRF) and graph multi-hop retrieval with a labeled benchmark (recall@k/MRR/nDCG) and an MCP connector. Fully offline, zero API keys.

multi-hop relay based on emitter. 基于Emitter的多节点数据传输隧道。