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Merge pull request #1156 from shiyu22/update-readme
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Update README
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JackLCL authored Jun 26, 2023
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</li>
<li>
<a href="#mag-benchmark-tests">Benchmark Tests</a>
<ul>
<li><a href="#dart-1-million-benchmark-testing">1 million benchmark testing</a></li>
<li><a href="#art-100-million-benchmark-testing">100 million benchmark testing</a></li>
</ul>
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<li><a href="#two_women_holding_hands-collaborations">Collaborations</a></li>
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<li><a href="#clap-milvus_and_onnx">Milvus_and_ONNX</a></li>
</ul>
<li><a href="#pencil-contributing">Contributing</a></li>
<li><a href="#fire-supports">Supports</a></li>
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And more solutions you can refer to the [**Examples**](https://github.com/towhee-io/examples).

> You can also refer to the [Bootcamp FAQ](./bootcamp_faq.md) for troubleshooting, and if you have any ideas or suggestions, you are more than welcome to [submit an issue](https://github.com/milvus-io/bootcamp/issues).
> You can also refer to the [Bootcamp FAQ](./bootcamp_faq.md) for troubleshooting.
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We have built [online demos](https://milvus.io/milvus-demos/) for reverse image search, chatbot and molecular search that everyone can have fun with.

<!-- BENCHMARK TESTS-->

## :mag: Benchmark Tests

The [Benchmark Test](./benchmark_test) contains 1 million and 100 million vector tests that indicate how your system will react to differently sized datasets.

### :dart: [1 million benchmark testing](https://github.com/milvus-io/bootcamp/blob/master/benchmark_test/lab1_sift1b_1m.md)

We extracted one million vectors from the [SIFT1B Dataset](http://corpus-texmex.irisa.fr/) for **accuracy tests** and **performance tests**. Through [this test](./benchmark_test/lab1_sift1b_1m.md), you can learn the basic operations of Milvus, including creating collections, inserting data, building indexes, searching, etc.

### :art: [100 million benchmark testing](https://github.com/milvus-io/bootcamp/blob/master/benchmark_test/lab2_sift1b_100m.md)

We extracted 100 million vectors from the [SIFT1B Dataset](http://corpus-texmex.irisa.fr/) for **accuracy tests** and **performance tests**. Through [this test](./benchmark_test/lab2_sift1b_100m.md), you can learn the basic operations of Milvus, including creating collections, inserting data, building indexes, searching, etc.

<!--THE COLLABORATIONS-->

## :two_women_holding_hands: Collaborations

### :clap: [Milvus_and_ONNX](etc/onnx_and_milvus)

Build a reverse image search system with Milvus using various AI models in collaboration with the Open Neural Network Exchange (ONNX).

The [VectorDBBench](https://github.com/zilliztech/VectorDBBench) is not just an offering of benchmark results for mainstream vector databases and cloud services, it's your go-to tool for the ultimate performance and cost-effectiveness comparison.

## :pencil: Contributing

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