Firstly, welcome, and thanks for your interest in [Milvus](https://milvus.io)! No matter who you are, what you do, we greatly appreciate your contribution to help us reinvent data science with Milvus. :beers:
## What is Milvus
## What is Milvus
Milvus is an open source vector search engine which provides state-of-the-art similarity search and analysis for billion-scale feature vectors.
Milvus is an open source similarity search engine for massive feature vectors. Designed with heterogeneous computing architecture for the best cost efficiency. Searches over billion-scale vectors take only milliseconds with minimum computing resources.
Milvus provides stable Python, Java and C++ APIs.
Milvus provides stable Python, Java and C++ APIs.
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Milvus uses CPU/GPU heterogeneous computing architecture to process feature vectors, and are orders of magnitudes faster than traditional databases.
Milvus uses CPU/GPU heterogeneous computing architecture to process feature vectors, and are orders of magnitudes faster than traditional databases.
-Various indexes
-Multiple indexes
Milvus supports quantization indexing, tree-based indexing, and graph indexing algorithms.
Milvus supports a variety of indexing types that employs quantization, tree-based, and graph indexing techniques.
- Intelligent scheduling
- Intelligent resource management
Milvus optimizes the search computation and index building according to your data size and available resources.
Milvus optimizes the search computation and index building according to your data size and available resources.
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Milvus expands computation and storage by adding nodes during runtime, which allows you to scale the data size without redesigning the system.
Milvus expands computation and storage by adding nodes during runtime, which allows you to scale the data size without redesigning the system.