industrial-ai

PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation

OpenSSA: Small Specialist Agents based on Domain-Aware Neurosymbolic Agent (DANA) architecture for industrial problem-solving

传统仪表盘 + AI 对话分析，智能对话式的OEE可视化分析平台

roadmap to applied ai

工业缺陷检测系统

开源工艺追因与优化系统：把真实运行变成可追溯证据，帮助工程师找差异、验原因、定下一份配方。

Ontology, and Knowledge graph based RAG that uses local LLM.

WeldFusionNet: Multimodal deep learning for automated weld defect classification using sensor, audio, and video data (F1: 0.9567)

An end-to-end deep learning system for automated PCB defect detection that combines computer vision with domain expertise. This project demonstrates the practical application of AI in industrial quality control, achieving 91.2% F1-score on multi-label defect classification.

Industrial AI Agents using LLMs

[CVPRW'25] Official Code For "SK-RD4AD: Skip-Connected Reverse Distillation for One-Class Anomaly Detection"

AI SDK Tutorials helps you to get familiar with AI Software Development Kit (AI SDK) through a set of end-to-end tutorials, how-to jupyter notebooks, and how-to guides.

The all-in-one, airgapped Local AI. Ypipe bundles a high-performance inference engine, specialized models, and pre-configured MCP servers into a single, self-contained Java executable. Zero-dependency orchestration for autonomous agent workflows with 100% data sovereignty. No cloud, no Python hell - just industrial-grade local intelligence.

Most supply chain maps are flat. We’ve built a multi-dimensional graph linking NAICS manufacturing nodes to GICS financial sectors and raw material inputs. This repo contains the dependency logic for the whole physical economy

A visual editor to convert Chemical P&IDs into Neo4j Knowledge Graphs for Industrial AI/RAG. (Build by Expert + AI)

UNS-native, cybersecurity-aware multi-agent reference architecture for U.S. small-to-mid manufacturers. Industrial agentic intelligence aligned with ISA-95, NIST AI RMF, and CMMC L2.

Industrial vision data governance and release Agent with evidence-first, fail-closed workflows.

工业知识智能问答系统

Few-shot bearing fault diagnosis using multimodal LLMs and prototypical networks

智衍 EvolvIQ —— 全球首个开源 AI-Native 工业 Agent 平台。25 个工业智能分身覆盖产线·管理·供应链三层（供应链/良率/质量追溯/DFM/OEE/设备预测维护等），支持 MCP 能力联邦、OPC-UA/Modbus/MQTT 工业协议网关与 Neo4j 跨 Agent 知识图谱。Apache-2.0 全开源。