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Some analytical databases, such as Apache Doris, follow this integrated approach by supporting vector similarity search together with real-time analytics, filtering, and aggregation in a single system
from the top result below
https://doris.apache.org/blog/vector-search/
Apache DorisApril 10, 2026
Quick Answer: What Is Vector Search
https://doris.apache.org
LightningFastAnalytics andSearch Database
Apache Doris is an open-source, real-time database for modern analytics and AI
https://doris.apache.org/blog/kwai-paimon-vector-search-apache-doris/
Apache Doris · Wenqiang Li; Kwai · Junrui Li, Shiyao Yu, Fangyuan DengSeptember 10, 2026
Introduction:
Kwai uses Apache Doris in production to query vector indexes directly on Apache Paimon tables
https://doris.apache.org/blog/apache-doris-4-1-iceberg-v3/
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Apache Doris 4
https://doris.apache.org/blog/olake-iceberg-and-doris/
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A step-by-step guide to building a lakehouse with PostgreSQL, Apache Iceberg, and Apache Doris in 15 minutes, covering CDC setup, data ingestion, and analytical queries on a fully open-source stack
https://doris.apache.org/blog/apache-doris-and-polaris-per-user-identity-mode/
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Apache Doris 4
https://doris.apache.org/blog/asof-join-benchmark-apache-doris-vs-clickhouse-and-duckdb/
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Apache Doris 4
https://doris.apache.org/blog/how-we-built-production-vector-search-in-apache-doris/
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Apache Doris 4
https://doris.apache.org/blog/apache-doris-4-1-spill-to-disk/
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Apache Doris 4
https://doris.apache.org/blog/puppygraph-apache-doris/
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PuppyGraph enables graph analytics on Apache Doris data without requiring separate graph databases or ETL pipelines, supporting relationship traversal queries through Cypher and Gremlin
https://doris.apache.org/blog/from-hive-hbase-and-trino-to-apache-doris-tuhu-cars-unified-olap-architecture/
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Tuhu Car rebuilt its fragmented Hive, HBase, MySQL, and Trino OLAP stack with Apache Doris, improving audience segmentation, user profiling, BI analysis, and real-time analytics
https://doris.apache.org/blog/json-in-agent-observability-variant-and-inverted-indexes-in-apache-doris/
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VARIANT data type and native inverted indexes in Apache Doris offer a hybrid modeling approach that handles dynamic, schema-evolving agent observability logs with high performance
https://doris.apache.org/blog/netease-games-unified-doris-lakehouse/
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NetEase Games consolidated six specialized data systems into Apache Doris across two phases, first unifying real-time analytics, then adding batch processing capabilities to create a lakehouse architecture serving 15 million daily queries
https://doris.apache.org/blog/why-ai-agents-need-real-time-analytics-and-hybrid-search/
Why AI Agents Need Real-Time Analytics and Hybrid Search: The Data Infra for Production Agents - Apache Doris
velodb
https://doris.apache.org/blog/how-stepfun-built-agent-observability-platform-with-apache-doris/
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StepFun built StepTrace, a PB-scale agent observability platform on Apache Doris, to analyze agent traces, costs, search, evaluation loops, and infrastructure behavior in real time
https://doris.apache.org/blog/xanhsm-with-apache-doris/
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Xanh SM, Leading EV ride hailer in Vietnam, built a real-time personalized location recommendation system with Apache Doris to power smarter driver-rider matching
https://doris.apache.org/blog/autonomous-driving-multimodal-search/
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An autonomous driving company consolidated fragmented data platforms by adopting Apache Doris as a unified analytics engine, enabling seamless search across text, vectors, labels, and metadata while reducing query times from minutes to seconds
https://doris.apache.org/blog/from-data-silos-to-context-silos/
From Data Silos to Context Silos: What Database History Teaches Us About the AI Infrastructure Problem - Apache Doris
velodb
https://doris.apache.org/blog/mexican-mining-giant-azure-to-apache-doris/
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One of largest mining companies in Mexico migrated from Azure Synapse to Apache Doris to solve unpredictable cloud costs and slow query performance across its 20,000-employee operation
https://doris.apache.org/blog/chunking-embedding-cookbook/
Apache, Doris, Apache Doris, the Apache feather logo and the Apache Doris logo are trademarks of The Apache Software Foundation
https://doris.apache.org/blog/databricks-rt-and-ltap-oltp-olap-real-time-olap-and-htap/
How does it fit into OLTP, OLAP, real-time OLAP, and HTAP - Apache Doris
Databricks RT and LTAP are here
https://doris.apache.org/blog/apache-doris-lance-physical-ai-analytics/
Apache Doris · Wenqiang LiSeptember 8, 2026
Abstract:
Apache Doris 5
https://doris.apache.org/blog/apache-doris-paimon-agentic-ai-data-loop/
Apache Doris · Wenqiang LiSeptember 9, 2026
Abstract
Apache Doris 5
https://doris.apache.org/blog/llm-observability/
This often requires systems capable of handling large volumes of structured and semi-structured data, where analytical databases such as Apache Doris may be used to support query analysis and debugging workflows
https://doris.apache.org/blog/meet-d-crew-apache-doris-mascot-family/
Apache DorisJuly 26, 2026
Apache Doris is the fastest open source database project built for real-time analytics
https://doris.apache.org/blog/apache-doris-variant-open-lakehouse/
Apache Doris · Mingyu ChenSeptember 15, 2026
Preview: Apache Doris 5