[{"@context":"https:\/\/schema.org\/","@type":"BlogPosting","@id":"https:\/\/blog.terabox.com\/insights\/chroma-ingenieria-contexto-base-datos-vectorial#BlogPosting","mainEntityOfPage":"https:\/\/blog.terabox.com\/insights\/chroma-ingenieria-contexto-base-datos-vectorial","headline":"Chroma: Ingenier\u00eda de Contexto y el Futuro de la B\u00fasqueda","name":"Chroma: Ingenier\u00eda de Contexto y el Futuro de la B\u00fasqueda","description":"\ud83d\udcfa V\u00eddeo de estudio recomendado hoy: https:\/\/www.youtube.com\/watch?v=pIbIZ_Bxl_g Chroma y la Era de la Ingenier\u00eda de Contexto: M\u00e1s all\u00e1 de la Alquimia en IAInfraestructura Moderna y la Visi\u00f3n de Chroma CloudIngenier\u00eda de Contexto contra la Degradaci\u00f3n de ModelosEl Futuro: Latent Space... ","datePublished":"2026-07-13","dateModified":"2026-07-13","author":{"@type":"Person","@id":"https:\/\/blog.terabox.com\/author\/flextech-admin\/#Person","name":"flextech-admin","url":"https:\/\/blog.terabox.com\/author\/flextech-admin\/","image":{"@type":"ImageObject","@id":"https:\/\/secure.gravatar.com\/avatar\/ad516503a11cd5ca435acc9bb6523536?s=150&#038;d=mm&#038;r=gforcedefault=1","url":"https:\/\/secure.gravatar.com\/avatar\/ad516503a11cd5ca435acc9bb6523536?s=150&#038;d=mm&#038;r=gforcedefault=1","height":96,"width":96}},"publisher":{"@type":"Organization","name":"terabox","logo":{"@type":"ImageObject","@id":"http:\/\/blog.terabox.com\/wp-content\/uploads\/2021\/11\/logo\u4ea7\u54c1\u540d-\u7ad6\u7248.png","url":"http:\/\/blog.terabox.com\/wp-content\/uploads\/2021\/11\/logo\u4ea7\u54c1\u540d-\u7ad6\u7248.png","width":900,"height":900}},"image":{"@type":"ImageObject","@id":"https:\/\/img.youtube.com\/vi\/pIbIZ_Bxl_g\/maxresdefault.jpg","url":"https:\/\/img.youtube.com\/vi\/pIbIZ_Bxl_g\/maxresdefault.jpg","height":"","width":""},"url":"https:\/\/blog.terabox.com\/insights\/chroma-ingenieria-contexto-base-datos-vectorial","video":{"@context":"http:\/\/schema.org\/","@type":"VideoObject","@id":"https:\/\/www.youtube.com\/watch?v=pIbIZ_Bxl_g#VideoObject","contentUrl":"https:\/\/www.youtube.com\/watch?v=pIbIZ_Bxl_g","name":"Long Live Context Engineering - with Jeff Huber of Chroma","description":"Jeff Huber of Chroma joins us to talk about what actually matters in vector databases in 2025, why \u201cmodern search for AI\u201d is different, and how to ship systems that don\u2019t rot as context grows.\n\nFull show notes: https:\/\/www.latent.space\/p\/chroma\n\n00:00 Introductions\n00:48 Why Build Chroma\n02:55 Information Retrieval vs. Search\n04:29 Staying Focused in a Competitive AI Market\n08:08 Building Chroma Cloud\n12:15 Context Engineering and the Problems with RAG\n16:11 Context Rot\n21:49 Prioritizing Context Quality\n27:02 Code Indexing and Retrieval Strategies\n32:04 Chunk Rewriting and Query Optimization for Code\n34:07 Transformer Architecture Evolution and Retrieval Systems\n38:06 Memory as a Benefit of Context Engineering\n40:13 Structuring AI Memory and Offline Compaction\n45:46 Lessons from Previous Startups and Building with Purpose\n47:32 Religion and Values in Silicon Valley\n50:18 Company Culture, Design, and Brand Consistency\n52:36 Hiring at Chroma: Designers, Researchers, and Engineers","thumbnailUrl":["https:\/\/i.ytimg.com\/vi\/pIbIZ_Bxl_g\/default.jpg","https:\/\/i.ytimg.com\/vi\/pIbIZ_Bxl_g\/mqdefault.jpg","https:\/\/i.ytimg.com\/vi\/pIbIZ_Bxl_g\/hqdefault.jpg","https:\/\/i.ytimg.com\/vi\/pIbIZ_Bxl_g\/sddefault.jpg","https:\/\/i.ytimg.com\/vi\/pIbIZ_Bxl_g\/maxresdefault.jpg"],"uploadDate":"2025-08-19T21:14:11+00:00","duration":"PT57M1S","embedUrl":"https:\/\/www.youtube.com\/embed\/pIbIZ_Bxl_g","publisher":{"@type":"Organization","@id":"https:\/\/www.youtube.com\/channel\/UCxBcwypKK-W3GHd_RZ9FZrQ#Organization","url":"https:\/\/www.youtube.com\/channel\/UCxBcwypKK-W3GHd_RZ9FZrQ","name":"Latent Space","description":"The podcast & newsletter where 170,000+ AI Engineers gather to talk models, tools and ideas. Breaking news today you will use at work tomorrow! Full show notes and newsletter at https:\/\/latent.space","logo":{"url":"https:\/\/yt3.ggpht.com\/pSTHcffCXEverYEPdjM0iIRPH-IUT4d2biIMZ_Z7bhyf6sME-laFer9vEfpFbM5tqFYJV-UsLQ=s800-c-k-c0x00ffffff-no-rj","width":800,"height":800,"@type":"ImageObject","@id":"https:\/\/www.youtube.com\/watch?v=pIbIZ_Bxl_g#VideoObject_publisher_logo_ImageObject"}},"potentialAction":{"@type":"SeekToAction","@id":"https:\/\/www.youtube.com\/watch?v=pIbIZ_Bxl_g#VideoObject_potentialAction","target":"https:\/\/www.youtube.com\/watch?v=pIbIZ_Bxl_g&t={seek_to_second_number}","startOffset-input":"required name=seek_to_second_number"},"interactionStatistic":[[{"@type":"InteractionCounter","@id":"https:\/\/www.youtube.com\/watch?v=pIbIZ_Bxl_g#VideoObject_interactionStatistic_WatchAction","interactionType":{"@type":"WatchAction"},"userInteractionCount":60267}],{"@type":"InteractionCounter","@id":"https:\/\/www.youtube.com\/watch?v=pIbIZ_Bxl_g#VideoObject_interactionStatistic_LikeAction","interactionType":{"@type":"LikeAction"},"userInteractionCount":1147}]},"about":["Insights","\u300eSpanish\u300f"],"wordCount":1654},{"@context":"https:\/\/schema.org\/","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Insights","item":"https:\/\/blog.terabox.com\/insights\/#breadcrumbitem"},{"@type":"ListItem","position":2,"name":"Chroma: Ingenier\u00eda de Contexto y el Futuro de la B\u00fasqueda","item":"https:\/\/blog.terabox.com\/insights\/chroma-ingenieria-contexto-base-datos-vectorial#breadcrumbitem"}]}]