{"article_url":"https://newsverum.com/de/news/microsoft-python-agent-framework-vector-store-report-october-2026","block":{"description":{"ar":"مايكروسوفت تفصّل دعم مخازن المتجهات في إطار وكلاء Python","de":"Microsoft erläutert Vektorspeicher im Python Agent Framework","en":"Microsoft details vector-store support in Python Agent Framework","es":"Microsoft detalla los almacenes vectoriales de Agent Framework para Python","fr":"Microsoft détaille les bases vectorielles d’Agent Framework pour Python","pt":"Microsoft detalha armazenamento vetorial no Agent Framework para Python","tr":"Microsoft Python ajan çatısındaki vektör deposu desteğini ayrıntılandırdı"},"id":"research-publication","items":[{"date":"2026-10-15","description":{"ar":"شرحت مايكروسوفت في 15 أكتوبر دعم مخازن المتجهات في Agent Framework للغة Python. ويجمع النظام، المبني على عمل منقول من Semantic Kernel، السجلات ذات الأنواع والتخزين والاسترجاع الدفعي وتوليد التضمينات ومرشحات البحث وموفري السياق الذين يتيحون أدوات البحث للوكلاء.","de":"Microsoft erläuterte am 15. Oktober Vektorspeicher im Agent Framework für Python. Aufbauend auf aus Semantic Kernel übertragenen Arbeiten verbindet das System typisierte Datensätze, stapelweise Speicherung und Abfrage, Embeddings, Suchfilter und Kontextanbieter mit Suchwerkzeugen für Agenten.","en":"Microsoft described vector-store support in Agent Framework for Python on October 15. Building on work transferred from Semantic Kernel, the system combines typed records, batch storage and retrieval, embedding generation, search filters and context providers exposing search tools to agents.","es":"Microsoft explicó el 15 de octubre el soporte vectorial de Agent Framework para Python. Basado en trabajo trasladado desde Semantic Kernel, combina registros tipados, almacenamiento y recuperación por lotes, generación de embeddings, filtros de búsqueda y proveedores de contexto que ofrecen herramientas a los agentes.","fr":"Microsoft a présenté le 15 octobre les bases vectorielles d’Agent Framework pour Python. Reprenant les travaux de Semantic Kernel, le système combine enregistrements typés, stockage et récupération par lots, génération de plongements, filtres de recherche et fournisseurs de contexte exposant des outils aux agents.","pt":"A Microsoft explicou em 15 de outubro o suporte vetorial do Agent Framework para Python. Baseado em trabalho transferido do Semantic Kernel, o sistema combina registros tipados, armazenamento e recuperação em lote, geração de embeddings, filtros de busca e provedores de contexto com ferramentas para agentes.","tr":"Microsoft, 15 Ekim’de Python için Agent Framework vektör deposu desteğini anlattı. Semantic Kernel’deki çalışmanın taşındığı sistem; türlenmiş kayıtlar, toplu saklama ve erişim, gömme üretimi, arama filtreleri ve ajanlara arama aracı sunan bağlam sağlayıcılarını birleştiriyor."},"label":{"ar":"نشر تقرير البحث","de":"Veröffentlichung des Forschungsberichts","en":"Publication of the research report","es":"Publicación del informe de investigación","fr":"Publication du rapport de recherche","pt":"Publicação do relatório de pesquisa","tr":"Araştırma yazısının yayımlanması"},"status":"occurred"}],"methodology":{"ar":"تُنسب نتائج البحث إلى المصدر؛ ولم يُجرَ قياس مستقل للأداء.","de":"Die Ergebnisse werden der Quelle zugeschrieben; keine unabhängige Leistungsmessung.","en":"Reported research results are attributed to the source; no independent performance measurement was made.","es":"Los resultados se atribuyen a la fuente; no se midió el rendimiento de forma independiente.","fr":"Les résultats sont attribués à la source, sans mesure indépendante des performances.","pt":"Os resultados são atribuídos à fonte; não houve medição independente de desempenho.","tr":"Bildirilen araştırma sonuçları kaynağa atfedilmiştir; bağımsız performans ölçümü yapılmamıştır."},"sourceUrls":["https://devblogs.microsoft.com/agent-framework/vector-stores-in-python-agent-framework-familiar-foundations-streamlined-for-agents/"],"title":{"ar":"مايكروسوفت تفصّل دعم مخازن المتجهات في إطار وكلاء Python","de":"Microsoft erläutert Vektorspeicher im Python Agent Framework","en":"Microsoft details vector-store support in Python Agent Framework","es":"Microsoft detalla los almacenes vectoriales de Agent Framework para Python","fr":"Microsoft détaille les bases vectorielles d’Agent Framework pour Python","pt":"Microsoft detalha armazenamento vetorial no Agent Framework para Python","tr":"Microsoft Python ajan çatısındaki vektör deposu desteğini ayrıntılandırdı"},"type":"events","updatedAt":"2026-10-15T20:32:56+00:00"},"version":1}