Enterprise Knowledge Recommendation System at Alibaba: Architecture, Challenges, and Large Model Applications

This article presents Alibaba's enterprise knowledge recommendation system, detailing its role in digital transformation, the challenges of long‑document recommendation, the multi‑layer architecture spanning feature, engine, ranking, and functional layers, various recall strategies, progressive ranking models, and the integration and evaluation of large language models for improved recommendation performance.

Alibabaaienterprise digital transformation

0 likes · 23 min read

Enterprise Knowledge Recommendation System at Alibaba: Architecture, Challenges, and Large Model Applications

Efficient Ops

Jul 19, 2023 · Information Security

How Shenwan Hongyuan Achieved National‑Level DevSecOps Excellence

Shenwan Hongyuan Securities showcased its advanced DevSecOps capabilities by passing the CAICT's DevSecOps security and risk management assessment and DevOps continuous delivery level‑3 evaluation, sharing detailed cultural, process, and technical practices that boost software security across the full lifecycle.

Continuous DeliveryDevOpsDevSecOps

0 likes · 12 min read

How Shenwan Hongyuan Achieved National‑Level DevSecOps Excellence

Architects' Tech Alliance

Aug 16, 2019 · R&D Management

Understanding the Enterprise Mid‑Platform (中台): Purpose, Types, and Value as a Capability‑Reuse Platform

The article explores the concept of the enterprise “mid‑platform” (中台), explaining its purpose, types, and value as an enterprise‑level capability‑reuse platform that bridges front‑end and back‑end systems to enhance user‑centric innovation, scalability, and organizational efficiency.

Business Agilityenterprise digital transformationmid‑platform

0 likes · 28 min read

Understanding the Enterprise Mid‑Platform (中台): Purpose, Types, and Value as a Capability‑Reuse Platform

21CTO

Jun 17, 2019 · Big Data

Why Data Middle Platforms May Be the Biggest Opportunity of the Next 20 Years

The article explores the rapid rise of data middle platforms in China, tracing their historical roots, explaining their core purpose of unifying data across legacy and new systems, showcasing Shulan Technology’s real‑world implementations, and analyzing market dynamics and future opportunities for enterprises and startups alike.

Big DataData Middle Platformdata strategy

0 likes · 25 min read

Why Data Middle Platforms May Be the Biggest Opportunity of the Next 20 Years