心得
Build local-first Agentic RAG Financial Report | 建造 local-first Agentic RAG 財報產品
我在九月中旬，完成 local-first 的 Agentic RAG 財報產品第一版: 同時執行研究工作，以及比較數字，在原本傳統 RAG 的基礎上進一步擴大。 比傳統 RAG 更多的是， 更簡潔的情境多輪
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我在九月中旬，完成 local-first 的 Agentic RAG 財報產品第一版: 同時執行研究工作，以及比較數字，在原本傳統 RAG 的基礎上進一步擴大。 比傳統 RAG 更多的是， 更簡潔的情境多輪
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Howard Lee is a Staff Software Engineer based in Taipei, specializing in frontend architecture, CI/CD, and production-quality engineering for enterprise web applications. With 13+ years of software development experience, Howard has worked across B2B SaaS, IoT energy-management platforms, online travel marketplaces, and Android applications. His work focuses on modernizing large frontend systems, improving delivery quality, and building reliable product workflows with automated testing, observability, and practical cloud/platform integration. Core Expertise Frontend architecture: Angular 5 to 19 modernization, TypeScript, JavaScript, React, Next.
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