OpenEvidence 如何利用 Vercel 打造讓醫生真正信賴的醫療 AI 系統
Vercel Changelog109 days agoBusinessIn the medical field, AI "hallucinations" and uncertainty are the biggest barriers to widespread adoption. When making clinical decisions, doctors need…
Parallel 的 Web Search 與工具正式上線 Vercel AI Gateway★ 70
Vercel Changelog130 days agoReleaseVercel announced on February 4, 2026 that Parallel's Web Search and related tools have been officially integrated into Vercel AI Gateway. This update provides…
Import AI 441：我的 AI Agent 開始工作了，你的呢？以及如何用「毒泉」污染 AI 系統★ 75
Import AI (Jack Clark)146 days agoCommentary### The Age of Practical AI Agents Has Arrived In this edition of his column, Jack Clark shares his personal breakthrough in using AI Agents. Previously, many…
在 Vercel AI Gateway 上為任何模型啟用 Perplexity 網頁搜尋功能★ 75
Vercel Changelog151 days agoReleaseVercel announced a practical feature update in its Changelog: developers can now use the Vercel AI Gateway to enable Perplexity's web search functionality for…
在 Vercel AI Gateway 中使用 Perplexity 網頁搜尋功能★ 75
Vercel Changelog151 days agoReleaseVercel has officially announced that its AI Gateway now supports Perplexity Web Search. This update gives developers building AI applications that require…
Vercel 推出 Knowledge Base：一鍵整合 RAG 知識庫，簡化 AI 應用開發流程★ 80
Vercel Changelog180 days agoReleaseVercel recently introduced a brand-new "Vercel Knowledge Base" feature in its latest update — a solution specifically designed to simplify the development of…
打造 Deep Research：Tavily 分享如何達到業界領先的 AI 深度研究技術★ 78
Hugging Face Blog202 days agoTutorialIn this technical blog post published on Hugging Face, Tavily — a search engine designed specifically for AI agents — details how they built a "Deep Research"…
Vercel 官方文檔正式推出 AI Chat 聊天助手功能
Vercel Changelog233 days agoReleaseVercel officially announced the integration of an AI Chat assistant feature into its documentation system (Vercel Docs). This new feature is designed to…
Sentence Transformers 正式加入 Hugging Face 團隊，攜手推動開源嵌入模型生態系★ 75
Hugging Face Blog235 days agoReleaseIn the fields of natural language processing (NLP) and vector retrieval, Sentence Transformers — founded by Nils Reimers — has long been the industry-standard…
Replicate 推出 Datalab Marker 與 OCR 模型：快速將文件與圖片轉換為 Markdown 與精確文字定位★ 75
Replicate Blog236 days agoReleaseThe Replicate platform has newly listed two powerful document and image parsing models developed by Datalab: "Datalab Marker" and "Datalab OCR." They are…
使用開源模型大幅提升你的 OCR 工作流效率★ 80
Hugging Face Blog236 days agoTutorialTraditional OCR systems (such as Tesseract) often struggle with complex layouts, multi-column tables, handwriting, and mathematical formulas, while using…
Hugging Face 推出 RTEB：全新檢索評估標準，為 RAG 系統打造更真實的測試基準★ 80
Hugging Face Blog256 days agoReleaseAs Retrieval-Augmented Generation (RAG) becomes the dominant architecture for enterprises deploying large language models (LLMs), accurately evaluating the…
mmBERT：ModernBERT 邁向多語言時代，開源高效能多語言編碼器模型登場★ 78
Hugging Face Blog278 days agoReleaseIn today's era dominated by generative AI and large language models (LLMs), bidirectional encoder models (such as BERT and RoBERTa) still play an indispensable…
歡迎 EmbeddingGemma：Google 全新高效嵌入模型上線 Hugging Face★ 75
Hugging Face Blog283 days agoReleaseGoogle has recently launched a new open-source text embedding model called "EmbeddingGemma" on the Hugging Face platform. This model is built on the…
MCP for Research：如何將 AI 連接到學術研究工具★ 75
Hugging Face Blog300 days agoTutorialAs the use of AI in academic research becomes increasingly widespread, enabling large language models (LLMs) to access the latest scientific literature in real…
Hugging Face 推出 Parquet 內容定義分塊 (CDC)：優化大規模 AI 資料集去重與傳輸效率★ 75
Hugging Face Blog324 days agoRelease### What Is Parquet Content-Defined Chunking (CDC)? In the AI and machine learning field, dataset sizes are growing at a staggering pace. Datasets on the…
Ettin Suite：Hugging Face 推出最先進的成對編碼器與解碼器開源套件★ 75
Hugging Face Blog333 days agoReleaseHugging Face has officially launched the Ettin Suite, a brand-new state-of-the-art (SoTA) open-source model family of "Paired Encoders and Decoders." In…
使用 Sentence Transformers 訓練與微調稀疏嵌入模型 (Sparse Embedding Models)★ 75
Hugging Face Blog348 days agoTutorialThis technical blog post from Hugging Face provides a detailed guide on how to train and fine-tune "Sparse Embedding Models" using the Sentence Transformers…
介紹 HELMET：全面評估長文本語言模型（Long-context LLMs）的新一代基準測試★ 80
Hugging Face Blog424 days agoRelease### Background and Pain Points: Moving Beyond the Overly Simple "Needle in a Haystack" Test In recent years, the context window length supported by large…
Cohere 正式加入 Hugging Face 推論提供商 (Inference Providers) 陣營 🔥★ 75
Hugging Face Blog424 days agoReleaseHugging Face's official blog announced that Cohere, the well-known enterprise AI research and development company, has officially joined Hugging Face's…
使用 Sentence Transformers 訓練與微調 Reranker 重排模型教學★ 80
Hugging Face Blog445 days agoTutorialWhen building RAG (Retrieval-Augmented Generation) systems, relying solely on vector embeddings for semantic search is often not precise enough. To improve…
使用 Sentence Transformers 訓練快 400 倍的靜態嵌入模型 (Static Embedding Models)★ 75
Hugging Face Blog515 days agoRelease### What Are Static Embeddings? In today's NLP landscape, Transformer-based embedding models (such as BERT and mE5) have become the mainstream, as they…
視覺文件檢索邁向多語言：Hugging Face 推出 VDR-2B-multilingual 模型★ 80
Hugging Face Blog520 days agoReleaseHugging Face has recently released a new Visual Document Retrieval (VDR) model — **VDR-2B-multilingual**. This technology marks a formal transition in document…
Next.js 官方文件推出 AI 增強搜尋功能，大幅提升開發者查閱效率
Vercel Changelog522 days agoNew ToolVercel announced on January 8, 2025 that it has officially integrated an "AI-enhanced search" feature into the official documentation for its popular React…
終於迎來 BERT 的繼承者：ModernBERT 正式發布★ 85
Hugging Face Blog542 days agoReleaseDespite the recent dominance of generative decoder models (such as GPT and Llama), encoder-only models (such as BERT) remain indispensable behind the scenes…
專家支援案例研究：利用 LLM-as-a-Judge 評估機制強化 Digital Green 的 RAG 農業問答應用★ 75
Hugging Face Blog594 days agoTutorialThis case study provides a detailed account of how non-profit organization Digital Green, with support from Hugging Face's Expert Support team, optimized its…
Vercel 如何利用 AI 轉型客戶支援，成功減少 31% 的客服工單★ 75
Vercel Changelog649 days agoOpinionIn this article, frontend deployment platform Vercel shares its firsthand experience using AI technology to address mounting customer support pressure — and…
XLSCOUT 推出專為專利與智慧財產權打造的嵌入模型 ParaEmbed 2.0，獲 Hugging Face 專家團隊技術支援
Hugging Face Blog719 days agoReleaseXLSCOUT, an intellectual property (IP) and patent analysis platform, has announced the launch of its next-generation patent-specific embedding model…
Vercel Ship 專家指南：開發者如何踏出 AI 應用的第一步★ 75
Vercel Changelog731 days agoTutorialThis article compiles hands-on advice from multiple AI experts at the Vercel Ship conference, aiming to provide a clear roadmap for frontend and full-stack…
Hugging Face 推出適用於 Amazon SageMaker 的 Embedding 容器，大幅提升向量生成效能★ 75
Hugging Face Blog737 days agoReleaseHugging Face has announced the launch of a new Hugging Face Embedding container (Deep Learning Container, DLC) designed specifically for Amazon SageMaker. This…