Use Cases
Developers and organizations leverage Milvus & Zilliz Cloud to build modern applications for various purposes. Supercharge your projects with a lightning-fast, cloud-native, and AI-powered vector database now!
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Popular Use Cases
Zilliz Cloud Can Make a Difference
Retrieval Augmented Generation
Expand LLMs' knowledge by incorporating external data sources into LLMs and your AI applications.
Recommender System
Recommend similar information or products based on user behaviors and preferences.
Text/Semantic Search
Search for semantically similar texts across vast amounts of natural language documents.
Image Similarity Search
Search for visually similar images from a vast collection of image libraries.
Audio Similarity Search
Find similar audio results from massive amounts of audio data such as music, sound effects, and speeches.
Video Similarity Search
Search for similar videos from extensive collections of video libraries.
Question Answering System
Interactive QA chatbot that automatically answers user questions.
Molecular Similarity Search
Search for similar substructures, superstructures, and other structures for a specified molecule.
Anomaly Detection
Detect data points, events, and observations that deviate significantly from the usual pattern in a dataset.
Multimodal Similarity Search
Query across different modalities such as texts, videos, audio, and images.
Zilliz Cloud has also proven beneficial in various scenarios, such as DNA sequence classification, data deduplication, fraud detection, drug discovery, and copyright protection.