Vector Database 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!
Popular Vector Database 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.
Learn more
Recommender System
Recommend similar information or products based on user behaviors and preferences.
Learn more
Text/Semantic Search
Search for semantically similar texts across vast amounts of natural language documents.
Learn more
Image Similarity Search
Search for visually similar images from a vast collection of image libraries.
Learn more
Audio Similarity Search
Find similar audio results from massive amounts of audio data such as music, sound effects, and speeches.
Learn more
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.
- Learn more
AI Agents
AI agents require memory, context, and reasoning to act autonomously in complex and multi-step decision-making. Vector databases enable memory, retrieval, and multi-agent collaboration at scale.
Zilliz Cloud has also proven beneficial in various scenarios, such as DNA sequence classification, data deduplication, fraud detection, drug discovery, and copyright protection.