entity-linking-alpha


Nameentity-linking-alpha JSON
Version 0.0.1 PyPI version JSON
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home_pageNone
SummaryA library for entity linking
upload_time2024-11-25 09:30:03
maintainerNone
docs_urlNone
authorNikolas
requires_python==3.11
licenseNone
keywords
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requirements No requirements were recorded.
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            Lightweight entity linking solution.

**Please consider citing our works if you use code from this repository.**

## Main dependencies
* python==3.11
* numpy==1.26.4
* SPARQLWrapper==2.0.0
* sentence_transformers==3.1.1
* aiohttp==3.9.5
* openai==1.54.2
* beautifulsoup4==4.12.2
* fake-useragent==1.5.1

## Examples & Usage

```
from main import navia

# Your API token which can be found here (https://github.com/marketplace/models/azure-openai/gpt-4o)
api_token = "YOUR_API_TOKEN"

EL(api_token=api_token, sentence="We used PCA and FA for our experiments.", mention="PCA", single="No", combination="No", disambiguation="No", embedding_model="Lajavaness/bilingual-embedding-large")
```

```
Wikipedia: https://en.wikipedia.org/wiki/Principal_component_analysis

Wikidata: https://www.wikidata.org/wiki/Q2873

DBpedia: http://dbpedia.org/resource/Principal_component_analysis

Execution Time: 00:00:18
```

## Licence
This library is licensed under the CC-BY-NC 4.0 license.

            

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