![]() ![]() ![]() In this post, you’ll learn how to build a similar solution by creating a product catalog similarity search solution by integrating Amazon SageMaker and Amazon Relational Database Service (Amazon RDS) for PostgreSQL with the pgvector extension. Whether it’s identifying potential drug candidates or analyzing DNA sequences, AI is proving to be an invaluable tool. With molecular similarity search and DNA sequence classification similarity search, AI is playing a key role in drug discovery and research. The cheminformatics and bioinformatics industries are another area where AI is making its mark. Moreover, AI-powered image and video hosting services can provide image deduplication, image similarity search, and text-to-image similarity search, resulting in improved search functionality. AI algorithms can analyze user behavior and recommend videos that closely align with their interests, enhancing the overall viewing experience. Online streaming platforms are also benefiting from the capabilities of AI, particularly in video similarity search and recommendations. By analyzing user preferences and data, AI algorithms can generate unique apparel patterns and designs, bringing a new level of personalization and cost-effectiveness to the table. In the fashion industry generative AI is revolutionizing the creative process. Organizations across diverse sectors are exploring novel ways to enhance user experiences by harnessing the potential of Generative AI and large language models (LLMs).
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