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Target customers: big data, database, and AI application developers. New feature: AI functions. These functions leverage GPU-accelerated models for on-demand embedding, chunking, reasoning, and ranking. Seamlessly integrating AI functions with features like Object Tables, Dynamic Tables, vector search, and full-text search, Hologres helps enterprises create a unified platform for building sophisticated multimodal search and analytics applications—entirely within the database. Benefits of AI functions: 1. End-to-end AI development: Streamline the entire AI workflow—from embedding and chunking to incremental processing and retrieval—dramatically simplifying AI application development. 2. Unstructured data ETL with SQL: Empower data engineers to perform complex ETL on unstructured data using SQL, boosting productivity and efficiency. Intelligent, accurate, and flexible retrieval: Intuitively construct hybrid search pipelines that combine keyword and vector search for superior precision and recall. Leverage AI-powered intent recognition and semantic reasoning to deliver context-aware results that truly understand user intent. 3. In-place analytics: Process and analyze data right in Hologres, ensuring data security.