semvec/pypi-packages huggingface dataset:
cf-text-embeddings 0.1.28
Text Embeddings for ClowdFlows
License: MIT License

#cf_text_embeddings

![TextEmbeddingsClowdFlowsWorkflow](clowdflows_workflow.png)

Thisisa[ClowdFlows3.0](https://github.com/xflows/clowdflows-backend)packagewhichcontainswidgetsforword,sentenceanddocumentembeddings.
See[Widgets](https://github.com/xflows/cf_text_embeddings/wiki/Widgets)tolearnmoreabouttheincludedembeddingsmodels.

##Installation
Installthispackagebyrunning:`pipinstallcf_text_embeddings`.
ToenableitintheClowdFlowsBackend,editthe`local_settings.py`filelikeshownbelow:
```
PACKAGE_TREE=[
{
"name":"TextEmbeddings",
"packages":['cf_text_embeddings'],
"order":1
}
]
```
Thenrun`./manage.pyimport_packagecf_text_embeddings`fromtheClowdFlowsBackenddirectorytoimportwidgetsintotheplatform.

Afterpackageinstallation,youneedtodownloadthemodels.

##Downloadthemodels
TheTextEmbeddingspackagesupportsmodelsformultiplelanguages.
Tolistavailablelanguages:

```python-mcf_text_embeddings.downloader-l```

Todownloadallthemodels:

```python-mcf_text_embeddings.downloader-dall```

Youcanalsodownloadthemodelsforaspecificlanguage.Forexample,todownloadEnglishmodels:

```python-mcf_text_embeddings.downloader-den```.

##Usage
See[Usage](https://github.com/xflows/cf_text_embeddings/wiki/Usage)and[Widgets](https://github.com/xflows/cf_text_embeddings/wiki/Widgets)wikis.