Tagged articles

AI Function

10 articles · Page 1 of 1

Sep 15, 2026 · Databases

StarRocks AI Function: Embedding LLM Inference into the SQL Execution Pipeline

StarRocks introduces AI Functions that let SQL directly call LLMs for generation, classification, extraction, and embedding, integrating model inference into the query optimizer and pipeline execution engine with async dual-pipeline architecture, backpressure, and cost-based optimization to reduce unnecessary calls and manage latency.

AI FunctionLLM inferenceSQL execution engine

0 likes · 25 min read

StarRocks AI Function: Embedding LLM Inference into the SQL Execution Pipeline

DataFunTalk

Aug 22, 2026 · Big Data

Next‑Gen MaxCompute: Full‑Modal Engine and Agentic Upgrade Overview

The article outlines MaxCompute’s evolution into a Data+AI platform with a unified model management layer, heterogeneous compute quotas, Blob‑type full‑modal storage, AI Function APIs, and an Agentic interface built on MCP, Skills, and metadata, highlighting real‑world pipelines and performance gains.

AI FunctionAgenticData+AI

0 likes · 12 min read

Next‑Gen MaxCompute: Full‑Modal Engine and Agentic Upgrade Overview

Alibaba Cloud Big Data AI Platform

Jul 31, 2026 · Big Data

Dual‑Dimension Cost Cutting for EMR Serverless Spark AI Functions

The article explains how EMR Serverless Spark AI Functions incur costs from model inference and Spark compute, and presents a two‑pronged cost‑saving strategy—AI query optimization to cut unnecessary calls and asynchronous Batch File inference to lower unit prices and release executor resources—complete with examples, benchmarks, and configuration guidance.

AI FunctionEMR ServerlessSpark

0 likes · 20 min read

Dual‑Dimension Cost Cutting for EMR Serverless Spark AI Functions

Alibaba Cloud Big Data AI Platform

Jul 29, 2026 · Big Data

Exploring EMR Serverless StarRocks AI Functions: Multimodal Embedding, Semantic Aggregation, and Mixed Retrieval

The article analyzes the newly released AI Function suite in Alibaba Cloud EMR Serverless StarRocks, detailing multimodal embedding, AI‑driven aggregation, semantic filtering, mixed vector‑full‑text search, architectural advantages such as SQL‑native execution, async pipelines, bounded resources, and real‑world use cases in advertising, gaming, and finance.

AI FunctionSQLStarRocks

0 likes · 16 min read

Exploring EMR Serverless StarRocks AI Functions: Multimodal Embedding, Semantic Aggregation, and Mixed Retrieval

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 FunctionHologresKV cache

0 likes · 12 min read

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

DataFunSummit

Jun 29, 2026 · Big Data

Generate Ad Creative with One SQL Using Hologres for Intelligent Creation and Closed‑Loop Analysis

The article explains how Hologres AI Function and Skills transform traditional, slow, and fragmented ad‑creative production into a fully automated, SQL‑driven workflow that handles multimodal data ingestion, AI‑based labeling, video generation, and real‑time performance analysis in a single closed‑loop system.

AI FunctionAd CreativeHologres

0 likes · 12 min read

Generate Ad Creative with One SQL Using Hologres for Intelligent Creation and Closed‑Loop Analysis

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

Apr 27, 2026 · Information Security

Real-Time Agentic Risk Detection with Flink, Fluss, and Large Language Models

The article presents a Flink‑Fluss‑LLM architecture that captures full‑link agent events via a non‑intrusive hook, combines semantic AI inference with deterministic CEP rules, and delivers millisecond‑level alerts for malicious user detection, tool result poisoning, and chain‑attack risk mitigation.

AI FunctionFlinkFluss

0 likes · 41 min read

Real-Time Agentic Risk Detection with Flink, Fluss, and Large Language Models

Alibaba Cloud Big Data AI Platform

Mar 31, 2025 · Artificial Intelligence

Unlock AI-Powered Data Processing with MaxFrame’s AI Function

This article introduces MaxFrame’s AI Function, a new feature built on MaxCompute that integrates large language models like Qwen 2.5 and DeepSeek‑R1‑Distill‑Qwen to simplify model deployment and enable scalable text classification, information extraction, summarization, translation, and other AI-driven data processing tasks on massive datasets.

AI FunctionData ProcessingMaxCompute

0 likes · 19 min read

Unlock AI-Powered Data Processing with MaxFrame’s AI Function

Alibaba Cloud Developer

Mar 27, 2025 · Artificial Intelligence

Unlock Massive Data with AI: MaxFrame’s AI Function Makes LLM-Powered Analytics Easy

This article introduces MaxFrame’s AI Function on Alibaba Cloud’s MaxCompute platform, detailing how built‑in large language models like Qwen 2.5 and DeepSeek‑R1 enable seamless text classification, information extraction, summarization, and more through simple Python APIs and distributed processing.

AI FunctionData ProcessingMaxCompute

0 likes · 21 min read

Unlock Massive Data with AI: MaxFrame’s AI Function Makes LLM-Powered Analytics Easy