Easy-to-Use RAG Framework; CCF AIOps International Challenge 2024 Top3 Solution; CCF AIOps 国际挑战赛 2024 季军方案

A potent tool for hacking enthusiasts to silently infiltrate local networks and wreak havoc with a single click. Use responsibly.

Domain-specialized Telecom SLM (Llama 3.1 8B) with multi-agent architecture for network operations. Fine-tuned on 49K+ 3GPP examples. 6 agents, 5 investigation skills, RAG over 3GPP specs. 84.1% operational accuracy, 70.6% GSMA TeleQnA.

An agentic, modular Network Operations Center (NOC) triage system designed to analyze large-scale network telemetry and generate structured, production-grade incident reports.

Production-grade socat manager for network operations. Launch listeners, bidirectional forwards, TLS tunnels, and transparent redirectors with unique Session IDs, protocol-aware lifecycle management (TCP/UDP isolation), universal traffic capture, watchdog auto-restart, non-blocking CLI, and dual-stack protocol support.

Reference workflow showing AVD-generated CloudVision Campus tags, Static Studios, and Day-2 Quick Actions

Enterprise network automation platform built with Cisco IOS, GNS3, Python & Netmiko featuring OSPF monitoring, compliance auditing, config backups, drift detection, VLAN automation and a unified NOC dashboard.

A documentation-first playbook for safe gateway failover, rollback, configuration truth, and control-channel resilience.

MCP server for network operations - LAN discovery, port scanning, OS fingerprinting, MAC vendor lookup. Built for AI agents.

Python-based log monitoring and automation tool simulating a NOC workflow. Parses logs, analyzes errors, generates reports and triggers basic alerts.

Evaluation framework for LLM-generated network configurations — syntax validation, semantic checks, and compliance scoring

Aplicação desktop Java que gera scripts TRX e emula o BTS Manager Nokia a partir de logs da BSC, sem conexão remota ao equipamento

cisticola is an open source interactive platform for performing quick scientific graph operations

Safety guardrails for infrastructure AI — block dangerous commands, PII filtering, safe config generation boundaries

Interactive Streamlit and SQLite dashboard for synthetic IT asset, incident, warranty, and inventory-compliance operations.

AI-RAN KPI forecasting system for RAN telemetry, operational intelligence, and network performance analysis.

AI-powered NOC assistant for forecasting network outages, analyzing root causes, and recommending proactive resolutions using LLM and time-series intelligence.

Structured parsing of Cisco IOS, JunOS, and Arista EOS network configs to JSON/YAML with diff support

High-performance Cisco show command parser — structured output from show ip route, show bgp, show interfaces, and more

Agentic network-ops assistant using Gemini 2.0 Flash function calling with mandatory human approval