PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation
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Sep 10, 2025 - Python
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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
一套开源工业工艺优化系统,将现场运行数据和质量结果组织为可复现的实验观察、下一步参数建议和经过验证的工艺操作域。
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.
[CVPRW'25] Official Code For "SK-RD4AD: Skip-Connected Reverse Distillation for One-Class Anomaly Detection"
Industrial AI Agents using LLMs
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.
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
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.
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.
Few-shot bearing fault diagnosis using multimodal LLMs and prototypical networks
Async-first, production-grade AI agent framework with workflow, RAG, observability & multi-agent teams(Python 智能体框架)
A visual editor to convert Chemical P&IDs into Neo4j Knowledge Graphs for Industrial AI/RAG. (Build by Expert + AI)
Real-time Industrial Anomaly Defect Inference Detection implemented by cpp(实时工业缺陷检测cpp)
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