Common AI UseCases
LLM Augmented Retrieval
Expand LLMs' knowledge by
incorporating external data sources
into LLMs and your AI applications.
Match user behavior or content
features with other similar
behaviors or features to make
effective recommendations.
Recommender System
Search for semantically similar
texts across vast amounts of
natural language documents.
Text/ Semantic Search
Image Similarity Search
Identify and search for visually
similar images or objects from a
vast collection of image libraries.
Video Similarity Search
Search for similar videos, scenes,
or objects from extensive
collections of video libraries.
Audio Similarity Search
Find similar audios from massive
amounts of audio data to perform
tasks such as genre classification,
or recognize speech.
Molecular Similarity Search
Search for similar substructures,
superstructures, and other
structures for a specific molecule.
Question Answering System
Interactive QA chatbot that
automatically answers user
questions
Multimodal Similarity Search
Search over multiple types of data
simultaneously, e.g. text and
images
Data Source: TheDigitization of the World by IDC
10%
Other
newly generated data in 2025 will
be unstructured data
90%
The world is much more than just text and keywords
Milvus & Zillizare specifically designed for
high performance and billion+ scale use cases.
Vector Databases are
purpose-built to handle indexing,
storing, and querying vector data.
Milvus
Open Source Self-Managed
ZillizCloud
SaaS Fully-Managed
github.com/milvus-io/milvus
Getting Started with Vector Databases
zilliz.com/cloud
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