{"id":27263,"date":"2025-05-12T01:06:54","date_gmt":"2025-05-12T08:06:54","guid":{"rendered":"https:\/\/www.pingcap.com\/?post_type=ebook-whitepaper&#038;p=27263"},"modified":"2025-06-02T10:09:09","modified_gmt":"2025-06-02T17:09:09","slug":"modern-unified-genai-data-stack","status":"publish","type":"ebook-whitepaper","link":"https:\/\/www.pingcap.com\/ko\/ebook-whitepaper\/modern-unified-genai-data-stack\/","title":{"rendered":"The Modern, Unified GenAI Data Stack: Your AI Data Foundation Blueprint"},"content":{"rendered":"<p>Integrating Generative AI presents critical database challenges: how do you ensure your data architecture provides the contextual understanding, data fluidity, and emergent structures GenAI demands? <\/p>\n\n\n\n<p><strong>&#8220;The Modern, Unified GenAI Data Stack: Your AI Data Foundation Blueprint&#8221;<\/strong> offers engineers a crucial framework. This guide demystifies essential concepts like vector embeddings for semantic search, architectural patterns for Retrieval Augmented Generation (RAG), and the nuances of the GenAI data pipeline. It compares database technologies\u2014specialized vector databases, document stores, and unified platforms\u2014highlighting approaches for effective hybrid search and AI agent integration. <\/p>\n\n\n\n<p>Download to gain the insights needed for informed database choices, and confidently build a robust, scalable AI data foundation.<\/p>\n\n\n\n<a class=\"button\" href=\"\/ko\/ebook-whitepaper\/modern-unified-genai-data-stack\/#gated-form\">Download Now<\/a>","protected":false},"excerpt":{"rendered":"<p>Integrating Generative AI presents critical database challenges: how do you ensure your data architecture provides the contextual understanding, data fluidity, and emergent structures GenAI demands? &#8220;The Modern, Unified GenAI Data Stack: Your AI Data Foundation Blueprint&#8221; offers engineers a crucial framework. This guide demystifies essential concepts like vector embeddings for semantic search, architectural patterns for [&hellip;]<\/p>\n","protected":false},"featured_media":27533,"template":"","categories":[145],"tags":[],"class_list":["post-27263","ebook-whitepaper","type-ebook-whitepaper","status-publish","has-post-thumbnail","hentry","category-thought-leadership"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.9 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>The Modern, Unified GenAI Data Stack | TiDB<\/title>\n<meta name=\"description\" content=\"Optimize GenAI apps with the right database. Learn vector search, RAG, and more in this engineer\u2019s guide to GenAI data infrastructure.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.pingcap.com\/ko\/ebook-whitepaper\/modern-unified-genai-data-stack\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"The Modern, Unified GenAI Data Stack | TiDB\" \/>\n<meta property=\"og:description\" content=\"Optimize GenAI apps with the right database. Learn vector search, RAG, and more in this engineer\u2019s guide to GenAI data infrastructure.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.pingcap.com\/ko\/ebook-whitepaper\/modern-unified-genai-data-stack\/\" \/>\n<meta property=\"og:site_name\" content=\"TiDB\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/facebook.com\/pingcap2015\" \/>\n<meta property=\"article:modified_time\" content=\"2025-06-02T17:09:09+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/static.pingcap.com\/files\/2025\/05\/26065015\/The-Modern-Unified-GenAI-Data-Stack-social-banner-scaled.png\" \/>\n\t<meta property=\"og:image:width\" content=\"2560\" \/>\n\t<meta property=\"og:image:height\" content=\"1280\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:image\" content=\"https:\/\/static.pingcap.com\/files\/2025\/05\/26065015\/The-Modern-Unified-GenAI-Data-Stack-social-banner-scaled.png\" \/>\n<meta name=\"twitter:site\" content=\"@PingCAP\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"1\ubd84\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.pingcap.com\/ebook-whitepaper\/modern-unified-genai-data-stack\/\",\"url\":\"https:\/\/www.pingcap.com\/ebook-whitepaper\/modern-unified-genai-data-stack\/\",\"name\":\"The Modern, Unified GenAI Data Stack | TiDB\",\"isPartOf\":{\"@id\":\"https:\/\/www.pingcap.com\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/www.pingcap.com\/ebook-whitepaper\/modern-unified-genai-data-stack\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/www.pingcap.com\/ebook-whitepaper\/modern-unified-genai-data-stack\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/static.pingcap.com\/files\/2025\/05\/26064939\/The-Modern-Unified-GenAI-Data-Stack-scaled.png\",\"datePublished\":\"2025-05-12T08:06:54+00:00\",\"dateModified\":\"2025-06-02T17:09:09+00:00\",\"description\":\"Optimize GenAI apps with the right database. 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