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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-lance-physical-ai-analytics/
Apache Doris and Lance in the Physical AI data architecture
In this architecture, upstream systems continue to use tools such as the Lance SDK, Ray, and Spark to generate and maintain Lance datasets
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/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/json-in-agent-observability-variant-and-inverted-indexes-in-apache-doris/
Hybrid Modeling for JSON in Agent Observability: VARIANT and Inverted Indexes in Apache Doris - Apache Doris
velodb
https://doris.apache.org/blog/olake-iceberg-and-doris/
Set Up a Lakehouse with PostgreSQL, Apache Iceberg, and Apache Doris in 15 Minutes - Apache Doris
Olake · Rohan KhameshraApril 23, 2026
import { BlogLink } from
https://doris.apache.org/blog/meet-d-crew-apache-doris-mascot-family/
Each grew out of one of the three geometric elements in the Apache Doris logo
https://doris.apache.org/blog/apache-doris-variant-open-lakehouse/
0 multimodal lakehouse (4) | Scenario and solution
Apache Doris introduced Variant as a column type in version 2
https://doris.apache.org/blog/xanhsm-with-apache-doris/
How Xanh SM, Leading EV ride hailer in Vietnam, Built Real-Time Recommendations with Apache Doris - Apache Doris
velodb
https://doris.apache.org/blog/mexican-mining-giant-azure-to-apache-doris/
/src/components/blogs/components/see-more';
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/why-ai-agents-need-real-time-analytics-and-hybrid-search/
Apache Doris unifies both capabilities, offering native hybrid search in one real-time engine built for agent workloads
https://doris.apache.org/blog/how-stepfun-built-agent-observability-platform-with-apache-doris/
/src/components/blogs/components/see-more';
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/apache-doris-4-1-iceberg-v3/
1 on Iceberg V3: Running the Full Lakehouse Lifecycle from One SQL Engine - Apache Doris
velodb
https://doris.apache.org/blog/from-hive-hbase-and-trino-to-apache-doris-tuhu-cars-unified-olap-architecture/
From Hive, HBase, MySQL, and Trino to Apache Doris: Tuhu Car's Unified OLAP Architecture - Apache Doris
Tuhu Car · Wenbo WangJuly 3, 2026
import { BlogLink } from
https://doris.apache.org/blog/apache-doris-and-polaris-per-user-identity-mode/
/src/components/blogs/components/see-more';
Apache Doris 4
https://doris.apache.org/blog/asof-join-benchmark-apache-doris-vs-clickhouse-and-duckdb/
/src/components/blogs/components/see-more';
Apache Doris 4
https://doris.apache.org/blog/how-we-built-production-vector-search-in-apache-doris/
/src/components/blogs/components/see-more';
Apache Doris 4
https://doris.apache.org/blog/puppygraph-apache-doris/
/src/components/blogs/components/see-more';
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/netease-games-unified-doris-lakehouse/
/src/components/blogs/components/see-more';
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/apache-doris-4-1-spill-to-disk/
/src/components/blogs/components/see-more';
Apache Doris 4
https://doris.apache.org/blog/autonomous-driving-multimodal-search/
/src/components/blogs/components/see-more';
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/chunking-embedding-cookbook/
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