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SpringMeng
SpringMeng
Mar 26, 2026 · Artificial Intelligence

Building a Dify‑Powered Multi‑Agent RAG AI Service with Chinese Large Models

After the New Year the author landed several AI contracts, delivering a six‑week knowledge‑base Q&A system and a two‑month AI customer‑service platform built with Dify, multi‑Agent workflows, RAG, and domestic large language models, cutting staff from fifteen to two and boosting development efficiency twofold.

AI Customer ServiceChinese LLMDify
0 likes · 7 min read
Building a Dify‑Powered Multi‑Agent RAG AI Service with Chinese Large Models
Huawei Cloud Developer Alliance
Huawei Cloud Developer Alliance
Sep 30, 2025 · Artificial Intelligence

Boost AI Model Performance: Master Host‑Device Scheduling on Ascend Platforms

This article explains how CPUs and Ascend AI processors cooperate as host and device, compares sink and host scheduling modes, defines Host‑Bound and Device‑Bound models, and presents optimization techniques such as tiling cache, multi‑core concurrency, and small‑shape operator handling that dramatically improve AI model execution efficiency.

AIModel SchedulingPerformance optimization
0 likes · 12 min read
Boost AI Model Performance: Master Host‑Device Scheduling on Ascend Platforms