Alibaba Cloud Developer
Alibaba Cloud Developer
Mar 24, 2025 · Artificial Intelligence

Why LLM Internet Search Fails and How to Fix It: A Deep Dive into Qwen, Doubao, and DeepSeek

This article analyses the shortcomings of large‑model internet search—such as unverifiable sources, fabricated content, and poor instruction compliance—by comparing Qwen‑max, Doubao‑1.5‑pro‑256k, and DeepSeek‑v3, and proposes prompt engineering, post‑processing, and custom tool improvements to boost reliability.

AILLMevaluation
0 likes · 22 min read
Why LLM Internet Search Fails and How to Fix It: A Deep Dive into Qwen, Doubao, and DeepSeek
Alibaba Cloud Big Data AI Platform
Alibaba Cloud Big Data AI Platform
Feb 19, 2025 · Artificial Intelligence

Build a DeepSeek AI Assistant with PAI‑RAG: Internet Search & Enterprise Knowledge Base

This guide walks you through using Alibaba Cloud's PAI‑RAG platform to deploy a DeepSeek large‑language‑model assistant that combines real‑time web search with an enterprise knowledge‑base, covering deployment, network‑search configuration, testing, and advanced enterprise features.

AI assistantDeepSeekEnterprise Knowledge Base
0 likes · 10 min read
Build a DeepSeek AI Assistant with PAI‑RAG: Internet Search & Enterprise Knowledge Base