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## What is Milvus
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 is an open source similarity search engine for massive-scale feature vectors. Built 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.
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- Heterogeneous computing
Milvus is designed with heterogeneous computing architecture for the best performance and cost efficiency.
Milvus is built with heterogeneous computing architecture for the best performance and cost efficiency.
- Multiple indexes
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## Get started
### Hardware Requirements
### Hardware requirements
| Component | Recommended configuration |
| --------- | ----------------------------------- |
| CPU | Intel CPU Haswell or higher |
| GPU | NVIDIA Pascal series or higher |
| Memory | 8 GB or more (depends on data size) |
| Storage | SATA 3.0 SSD or higher |
| RAM | 8 GB or more (depends on data size) |
| Hard drive| SATA 3.0 SSD or higher |
### Install using docker
@ -185,7 +185,7 @@ Deep thanks and appreciation go to the following people.
- [akihoni](https://github.com/akihoni) found a broken link and a small typo in the README file.
## Milvus Roadmap
## Milvus roadmap
Please read our [roadmap](https://milvus.io/docs/en/roadmap/) to learn about upcoming features.