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| title: Chai | |
| emoji: 🍵 | |
| colorFrom: pink | |
| colorTo: red | |
| sdk: docker | |
| pinned: false | |
| # Chai 🍵 | |
| Chai is a demo web application built with [Phoenix LiveView](https://github.com/phoenixframework/phoenix_live_view) | |
| and showcasing multiple Neural Network models from the [Bumblebee](https://github.com/elixir-nx/bumblebee) package. | |
| The app uses a combination of pre-trained models for the following features: | |
| * **Conversation** using [Blenderbot](https://huggingface.co/facebook/blenderbot-400M-distill) | |
| * **Speech transcription** using [Whisper](https://huggingface.co/openai/whisper-tiny) | |
| * **Image captioning** using [BLIP](https://huggingface.co/Salesforce/blip-image-captioning-base) | |
| * **Emotion recognition** using [RoBERTa](https://huggingface.co/j-hartmann/emotion-english-distilroberta-base) | |
| * **Named entity recognition (NER)** using [BERT](https://huggingface.co/dslim/bert-base-NER) | |
| ## Development | |
| You need Erlang and Elixir installed, then: | |
| ```shell | |
| git clone https://huggingface.co/spaces/jonatanklosko/chai | |
| cd chai | |
| mix setup | |
| mix phx.server | |
| ``` | |
| Now you can visit [`localhost:4040`](http://localhost:4040) from your browser. | |