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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

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.

AIBig DataCLI

0 likes · 10 min read

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

Alibaba Cloud Big Data AI Platform

May 27, 2026 · Artificial Intelligence

Building a Multimodal Search with Alibaba Cloud Elasticsearch and Qwen‑VL

This article demonstrates how to integrate Alibaba Cloud Elasticsearch with the Qwen‑VL large model and DashScope Embedding API to extract image features and perform multimodal vector search, covering text‑to‑image, text‑to‑text, image‑to‑image, and image‑to‑text queries, with step‑by‑step code, environment setup, data loading, indexing, and a Streamlit demo.

AI EmbeddingDashScopeElasticSearch

0 likes · 8 min read

Building a Multimodal Search with Alibaba Cloud Elasticsearch and Qwen‑VL

Alibaba Cloud Big Data AI Platform

May 27, 2026 · Artificial Intelligence

DataWorks Data Agent Powers AI‑Driven Data Development: 2‑3× Faster and 80% Automation with SuperETL

The article details how DataWorks Data Agent integrates logistics industry standards and a skill‑based orchestration to overhaul the data development workflow, delivering 2‑3× efficiency gains and up to 80% AI‑automated task completion through SuperETL, hooks, and CLI tools.

AIData engineeringDataWorks

0 likes · 10 min read

DataWorks Data Agent Powers AI‑Driven Data Development: 2‑3× Faster and 80% Automation with SuperETL

Alibaba Cloud Big Data AI Platform

May 23, 2026 · Cloud Computing

Best Practice: Using EMR Serverless StarRocks AI Function for Financial Text Classification

This article demonstrates how to leverage StarRocks AI Function on EMR Serverless to perform sentiment analysis, intelligent classification, information extraction, and PII redaction on financial text entirely within SQL, eliminating data export, reducing latency, and ensuring compliance while providing concrete code examples, performance benchmarks, and best‑practice recommendations.

AI FunctionEMR ServerlessFinancial NLP

0 likes · 25 min read

Best Practice: Using EMR Serverless StarRocks AI Function for Financial Text Classification

Alibaba Cloud Big Data AI Platform

May 22, 2026 · Artificial Intelligence

Step-by-Step Guide to Building AI Assistants with Alibaba Cloud Elasticsearch Agent Builder

This article introduces Elastic Agent Builder on Alibaba Cloud, outlines the required Elasticsearch version, walks through creating an agent and AI connector in Kibana, configures model details and API keys, and demonstrates using natural‑language queries to analyze API logs with generated ES|QL statements.

AI assistantAgent BuilderConnector

0 likes · 8 min read

Step-by-Step Guide to Building AI Assistants with Alibaba Cloud Elasticsearch Agent Builder

Alibaba Cloud Big Data AI Platform

May 21, 2026 · Artificial Intelligence

FluxVLA Engine and Alibaba Cloud PAI Team Up to Accelerate Embodied Intelligence into the Physical World

LimX Dynamics partners with Alibaba Cloud PAI to migrate training workloads, achieving a 10% boost in training efficiency and a 17% drop in operational complexity, while open‑sourcing the FluxVLA Engine to lower the barrier for deploying embodied‑intelligence models at scale.

AI trainingAlibaba Cloud PAIEmbodied Intelligence

0 likes · 5 min read

FluxVLA Engine and Alibaba Cloud PAI Team Up to Accelerate Embodied Intelligence into the Physical World

Alibaba Cloud Big Data AI Platform

May 1, 2026 · Artificial Intelligence

Zero Deployment, Zero Ops: Alibaba Cloud Milvus Embedding Service Makes Vectorization Plug‑and‑Play

The article explains how Alibaba Cloud's Milvus Embedding Service eliminates the need for self‑hosted embedding models by integrating model inference, vector generation and Milvus indexing into a managed pipeline, dramatically reducing deployment complexity, operational overhead, and time‑to‑value for semantic search, RAG and multimodal retrieval use cases.

Alibaba CloudEmbeddingMilvus

0 likes · 19 min read

Zero Deployment, Zero Ops: Alibaba Cloud Milvus Embedding Service Makes Vectorization Plug‑and‑Play

Alibaba Cloud Big Data AI Platform

Apr 30, 2026 · Artificial Intelligence

Reinventing Search: Alibaba Cloud Elasticsearch Introduces Agent‑Native AI Memory Lake

Facing a projected 175ZB of global data by 2025 and 80% unstructured content, Alibaba Cloud Elasticsearch re‑architects its engine to deliver Agent‑native search, offering structured JSON/Markdown results, high‑performance vector indexing, and a unified enterprise knowledge lake for AI agents.

AI searchAgentElasticSearch

0 likes · 9 min read