https://github.com/weisrc/ellie
A little search engine made using Tensorflow Universal Sentence Encoder.
https://github.com/weisrc/ellie
Last synced: about 1 month ago
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A little search engine made using Tensorflow Universal Sentence Encoder.
- Host: GitHub
- URL: https://github.com/weisrc/ellie
- Owner: weisrc
- License: mit
- Created: 2021-01-02T02:36:19.000Z (over 4 years ago)
- Default Branch: main
- Last Pushed: 2021-06-10T00:07:24.000Z (almost 4 years ago)
- Last Synced: 2025-02-15T19:24:53.495Z (3 months ago)
- Language: Python
- Size: 29.3 KB
- Stars: 2
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# Ellie
Little search engine made with Tensorflow.
The online hosted version will hopefully be available [here](https://ellie.weis.studio). Nope, not anymore sadly ;(
## Getting started
Clone this repo, download and extract the machine learning models and run!
```sh
git clone [repo_url]
conda activate
cd [repo]/src
# install the models
mkdir src/data
python app.py
# the app should start on port 8080
```
## Requirements
- [Miniconda](https://docs.conda.io/en/latest/miniconda.html) (optional)
- Python 3 (comes with Miniconda)
- [Universal Sentence Encoder Multilingual](https://tfhub.dev/google/universal-sentence-encoder-multilingual/3) (tensorflow model)
- [Fastext model](https://fasttext.cc/)
- A linux machine (WSL works too!)
More in `src/requirements`
Your file tree should look like...
```sh
src/models
├── fasttext.ftz # fasttext model
└── use # universal sentence encoder model
├── assets
├── saved_model.pb
└── variables
├── variables.data-00000-of-00001
└── variables.index
```