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 FunctionData PrivacyEMR Serverless

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 FunctionAgent SecurityFlink

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 FunctionLarge Language ModelMaxCompute

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 FunctionMaxComputeMaxFrame

0 likes · 21 min read

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