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multimodal embedding

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Alibaba Cloud Big Data AI Platform
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
AI Engineering
AI Engineering
Mar 11, 2026 · Artificial Intelligence

Google Gemini Embedding 2: One Model for All Media Types

Google’s newly released Gemini Embedding 2 is the first truly native multimodal embedding model that processes text, images, video, audio, and PDFs within a single vector space, cutting latency by 70% and boosting recall by 20% compared to chained‑model pipelines.

Gemini Embedding 2Google AIRAG
0 likes · 4 min read
Google Gemini Embedding 2: One Model for All Media Types
Alimama Tech
Alimama Tech
Mar 14, 2025 · Artificial Intelligence

Advances in Search Advertising Models with Large Language Models (2024)

In 2024 Alibaba Mama outlines how large‑language models transform search advertising through a three‑line scaling roadmap—explicit inductive‑bias design, implicit compute growth, and auxiliary CV/NLP advances—implemented via a pre‑train/post‑train/CTR paradigm and the LUM user‑behavior model, promising gains in relevance, recall, and real‑time serving while highlighting inference efficiency challenges.

CTR predictionLarge Language Modelsmultimodal embedding
0 likes · 25 min read
Advances in Search Advertising Models with Large Language Models (2024)