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Alibaba Cloud Big Data AI Platform

The Alibaba Cloud Big Data AI Platform builds on Alibaba’s leading cloud infrastructure, big‑data and AI engineering capabilities, scenario algorithms, and extensive industry experience to offer enterprises and developers a one‑stop, cloud‑native big‑data and AI capability suite. It boosts AI development efficiency, enables large‑scale AI deployment across industries, and drives business value.

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Latest from Alibaba Cloud Big Data AI Platform

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Alibaba Cloud Big Data AI Platform

Jul 2, 2026 · Artificial Intelligence

AI Search + ES Agent Builder: Best Practices for Deploying Enterprise AI Assistants

This guide explains why enterprise data is hard for large language models, introduces ES Agent Builder as a solution, outlines three high‑value use cases, details the three‑layer architecture and four core components, and provides practical best‑practice recommendations with concrete examples and visualizations.

AI SearchAgent BuilderData Integration

0 likes · 15 min read

AI Search + ES Agent Builder: Best Practices for Deploying Enterprise AI Assistants

Alibaba Cloud Big Data AI Platform

Jul 1, 2026 · Artificial Intelligence

SQL‑Driven Text Classification with Hologres AI Function: Prompt Design to KV‑Cache Tuning

This article demonstrates how Hologres AI Function enables end‑to‑end text classification directly in the database using a single SQL call, covering data preparation, prompt engineering, batch inference, accuracy evaluation (up to 95%), and cost analysis with KV‑Cache optimization that reduces token charges to as low as 0.11 CNY for 200 reviews.

AI FunctionCost OptimizationHologres

0 likes · 12 min read

SQL‑Driven Text Classification with Hologres AI Function: Prompt Design to KV‑Cache Tuning

Alibaba Cloud Big Data AI Platform

Jun 29, 2026 · Big Data

How DataWorks Data Agent Evolved Across Three Stages and Its Cloud‑Native Engineering Practices

The article systematically outlines DataWorks Data Agent’s progression from a Copilot‑assisted tool to human‑AI collaboration and finally AI‑driven autonomy, details its four‑agent product matrix covering data development, operations diagnostics, autonomous governance and ChatBI, describes three architecture iterations (Dify, AgentScope, QwenCode/OpenClaw) and a cloud‑managed deployment, and cites real‑world efficiency gains such as cutting development cycles from hours to minutes.

AI AgentAutomationBig Data

0 likes · 15 min read

How DataWorks Data Agent Evolved Across Three Stages and Its Cloud‑Native Engineering Practices

Alibaba Cloud Big Data AI Platform

Jun 27, 2026 · Industry Insights

Key Takeaways from Flink Forward Asia 2026: Agentic Streaming and AI‑Native Real‑Time Data

The Flink Forward Asia 2026 conference in Shenzhen gathered leading experts to discuss the evolution of Apache Flink toward agentic streaming, multimodal data processing, and AI‑native real‑time platforms, highlighting insights from Alibaba Cloud, NVIDIA, and independent researchers on the future of AI‑driven data pipelines.

AIAgentic StreamingApache Flink

0 likes · 5 min read

Key Takeaways from Flink Forward Asia 2026: Agentic Streaming and AI‑Native Real‑Time Data

Alibaba Cloud Big Data AI Platform

Jun 26, 2026 · Big Data

Flink Forward Asia 2026 Launches in Shenzhen: Agentic Streaming for AI Opens a New Real-Time Intelligence Era

The Flink Forward Asia 2026 conference in Shenzhen announced the evolution of Apache Flink toward Agentic Streaming for AI, unveiled multimodal data lake projects like Apache Paimon 2.0 and Fluss, highlighted performance gains over competing stacks, and showcased collaborations with NVIDIA to accelerate real‑time AI workloads.

Agentic StreamingApache FlinkApache Fluss

0 likes · 13 min read

Flink Forward Asia 2026 Launches in Shenzhen: Agentic Streaming for AI Opens a New Real-Time Intelligence Era

Alibaba Cloud Big Data AI Platform

Jun 25, 2026 · Big Data

Taobao Live’s Shift from ETL to Managed Development with DataWorks Data Agent

The article details how Taobao Live’s data engineering team replaced traditional ETL bottlenecks with a three‑layer, AI‑native architecture built on DataWorks Data Agent, using NL2DSL2SQL, ontology‑driven knowledge bases, and multi‑agent collaboration to achieve near‑100% code generation and higher accuracy.

AI-nativeBig DataData Agent

0 likes · 10 min read

Taobao Live’s Shift from ETL to Managed Development with DataWorks Data Agent

Alibaba Cloud Big Data AI Platform

Jun 24, 2026 · Cloud Computing

High‑Conversion Overseas E‑Commerce Search Using Alibaba OpenSearch

The GoTerra case study shows how Alibaba Cloud OpenSearch’s industry‑algorithm edition transformed a multilingual, multi‑modal e‑commerce search platform by introducing a four‑layer architecture, custom analyzers, white‑box vector indexing, parallel recall, and time‑based elastic scaling, cutting P99 latency from 250 ms to under 70 ms while boosting development efficiency and controlling costs.

E-commerceElastic ScalingMultilingual

0 likes · 16 min read

High‑Conversion Overseas E‑Commerce Search Using Alibaba OpenSearch

Alibaba Cloud Big Data AI Platform

Jun 4, 2026 · Big Data

Scalar‑Vector Hybrid Search in a Data Lake with One SQL on EMR Serverless Spark

EMR Serverless Spark now supports scalar‑vector hybrid search via DLF Global Index, allowing a single Spark SQL statement to perform vector similarity and scalar filtering together, eliminating data movement, reducing latency, and boosting performance for scenarios such as autonomous driving, e‑commerce, and knowledge‑base retrieval.

Big DataDLF Global IndexEMR Serverless Spark

0 likes · 17 min read

Scalar‑Vector Hybrid Search in a Data Lake with One SQL on EMR Serverless Spark

Alibaba Cloud Big Data AI Platform

May 29, 2026 · Artificial Intelligence

How Alibaba Cloud Milvus Achieves 20× Faster Billion‑Scale Vector Search with DiskANN and RaBitQ

Alibaba Cloud Milvus combines DiskANN graph indexing with the RaBitQ quantization algorithm, delivering over 20× higher QPS, sub‑10% P99 latency, 29% lower memory usage and more than 98% recall on a 100 million‑vector, 768‑dimensional benchmark, while also cutting index build time from 20 h to about 6 h.

DiskANNMilvusQuantization

0 likes · 7 min read

How Alibaba Cloud Milvus Achieves 20× Faster Billion‑Scale Vector Search with DiskANN and RaBitQ

Alibaba Cloud Big Data AI Platform

May 28, 2026 · Artificial Intelligence

From Assisted to Autonomous: How DataWorks Data Agent Revolutionizes Data Intelligence

DataWorks Data Agent advances from an assisted, code‑completion tool to a fully autonomous data‑intelligent agent, using a dual‑engine CLI/Claw architecture, unified runtime, open Skill ecosystem, and CPU‑GPU co‑optimization to automatically understand requirements, explore data, generate code, execute tasks, and deliver end‑to‑end results for developers and operators.

AIAutomationBig Data

0 likes · 10 min read

From Assisted to Autonomous: How DataWorks Data Agent Revolutionizes Data Intelligence