Embedded Files
Create and query a little Search Index in one language to find top_k similar items in different languages.
Crawling
Crawling
E.g. Import a CSV containing Text and URLs
Embeddings
Embeddings
Vectorise text into high dimensional space.
Indexing
Indexing
Create an Index we would like to find similar items from
Example Use Cases
Example Use Cases
International SEO: Find all semantic similar Pages/URLs in 15+ Languages by searching for one language query.
Legal: Find all semantic similar Paragraphs/Documents in 15+ Langauges by searching for one language query.
Compare: Visualise the semantic similarity of Sentences or Paragraphs within a Corpus.
More? Let me know
Feel free to find an un-optimized example (similar.py) at Github using TF, TFRS and TFhub.
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