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chore: fix readme
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hanxiao authored Apr 2, 2021
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Expand Up @@ -68,8 +68,6 @@ Jina lets you build search engines for any kind of data, including [text](https:

## Installation

#### via `pip`

```sh
pip install -U jina
```
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### Examples ([View all](https://github.com/jina-ai/examples))

#### [📄 NLP Semantic Wikipedia Search with Transformers and DistilBERT](https://github.com/jina-ai/examples/tree/master/wikipedia-sentences)
Brand new to neural search? See a simple text-search example to understand how Jina works
    Brand new to neural search? See a simple text-search example to understand how Jina works

#### [📄 Add Incremental Indexing to Wikipedia Search](https://github.com/jina-ai/examples/tree/master/wikipedia-sentences-incremental)
Index more effectively by adding incremental indexing to your Wikipedia search
    Index more effectively by adding incremental indexing to your Wikipedia search

#### [📄 Search Lyrics with Transformers and PyTorch](https://github.com/jina-ai/examples/tree/master/multires-lyrics-search)
Get a better understanding of chunks by searching a lyrics database. Now with shiny front-end!
    Get a better understanding of chunks by searching a lyrics database. Now with shiny front-end!

#### [🖼️ Google's Big Transfer Model in (Poké-)Production](https://github.com/jina-ai/examples/tree/master/pokedex-with-bit)
Use SOTA visual representation for searching Pokémon!
    Use SOTA visual representation for searching Pokémon!

#### [🎧 Search YouTube audio data with Vggish](https://github.com/jina-ai/examples/tree/master/audio-search)
A demo of neural search for audio data based Vggish model.
    A demo of neural search for audio data based Vggish model.

#### [🎞️ Search Tumblr GIFs with KerasEncoder](https://github.com/jina-ai/examples/tree/master/tumblr-gif-search)
Use prefetching and sharding to improve the performance of your index and query Flow when searching animated GIFs.
    Use prefetching and sharding to improve the performance of your index and query Flow when searching animated GIFs.

Check our [examples repo](https://github.com/jina-ai/examples) for advanced and community-submitted examples.

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