Willy ZhuangExtracting Themes from Contents with Gemini Models in BigQueryUse BigQuery to call Gemini Pro for theme extraction from text. Learn to set up, connect, and analyze GitHub repository descriptions.Jul 8Jul 8
Willy ZhuangAmazon Bedrock and Titan Image Generator: Streamlining Background Replacement for MarketingLeveraging Amazon Bedrock, Claude 3, and Amazon Titan, this project creates an efficient tool for image background replacement.Jul 2Jul 2
Willy ZhuangBuilding an Image Understanding API with Amazon BedrockExplore how to use Amazon Bedrock and Anthropic Claude 3 for image understanding in this guide.Jun 30Jun 30
Willy ZhuangBigQuery as a Vector Database: Leveraging Retrieval-Augmented Generation (RAG)BigQuery offers robust support for handling large datasets and performing advanced analytics, making it an excellent choice for RAG.Jun 24Jun 24
Willy ZhuangBuilding a RAG System with Gemini and ChromaDBExplore the integration of Google’s Gemini and ChromaDB in our guide on building a RAG system to enhance QnA platforms, demonstrating …Apr 24Apr 24
Willy ZhuangOptimizing Marketing Analytics within BigQuery: The Power of In-Platform LLM IntegrationUnlocking the full potential of marketing analytics through BigQuery’s integration with Large Language Models like text-bison, transforms…Jan 31Jan 31
Willy ZhuangImplementation of Retrieval-Augmented Generation (RAG) with Amazon BedrockIn the AI landscape, Large Language Models (LLMs) excel in complex tasks but often struggle with generating accurate responses from…Jan 24Jan 24
Willy ZhuangAmazon OpenSearch實作(1):從網域建立到單筆數據索引Amazon OpenSearch Service,原先稱為Elasticsearch,是AWS提供的管理型服務,允許您在雲端方便地部署、管理和擴展OpenSearch叢集。這個服務同時支持OpenSearch和Elasticsearch…Oct 10, 2023Oct 10, 2023
Willy Zhuang行銷資料湖:使用 Amazon AppFlow 整合 GA4、Google Search Console 與 Google Ads在當今的數位行銷世界中,Google Analytics 4 (GA4)、Google Search Console 與 Google Ads…Sep 28, 2023Sep 28, 2023
Willy Zhuang透過 Dataplex 優化資料分析和資料品質在數據驅動的世界中,資料品質是資料分析與科學成功的核心。不只涉及數據的準確性和完整性,資料品質還包括其可信賴性、一致性、及時性和相關性。即使資料分析師和資料科學家擁有出色的技能,若依賴的資料品質不佳,其結果可能會偏差,甚至誤導。此資料品質問題不止是技術層面,它直接關聯到企業的績效…Sep 15, 2023Sep 15, 2023