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Li Weiquan James

As seen in: DEV Community, Gastrointestinal Endoscopy
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Articles

RAG Performance Optimization Engineering Practice: Implementation Guide Based on LangChain

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By Li Weiquan James
| DEV Community
Introduction As Retrieval-Augmented Generation (RAG) technology is widely applied across various fields, optimizing RAG system performance has become a crucial issue. This article will detail various RAG performance optimization strategies based on the LangChain framework, analyze their applicable scenarios, and provide performance testing and optimization effect comparisons. 1.
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REAL-WORLD VALIDATION OF A COMPUTER-AIDED DIAGNOSIS SYSTEM FOR CHARACTERIZATION OF POLYP HISTOLOGY IN COLONOSCOPY: A PROSPECTIVE MULTICENTER STUDY

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By Li Weiquan James, Clement Wu, Raymond Liang, Kenneth W Lin
| Gastrointestinal Endoscopy Verified
THE IMPROVEMENT ON ADENOMA DETECTION RATE AND OTHER SECONDARY INDICATORS OF THE TWO REAL-TIME ARTIFICIAL INTELLIGENCES IN HIGH ADENOMA DETECTORS: A RANDOMIZED MUTI-CENTER TRIAL
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