semantic-searcher
command line semantic text search tool
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Python
Semantic Text Searcher
A simple utility for doing semantic text search on the command line. Give it a text file and a query, and it will return the sentences from the text file that are most similar to your query sentence.
This more or less just wraps the semantic search example from: https://www.sbert.net/examples/applications/semantic-search/README.html
Install and Usage
Install:
pip install -r requirements.txt
Use:
python search.py --query [QUERY] [TEXTFILE.txt]
For example, to search for sentences that are most similar to "Hope exists but not for us" in War and Peace, you would run this command:
python search.py --query "Hope exists but not for us" warandpeace.txt
Note that the first time you search through a particular text it take a moment to generate text embeddings. Subsequent searches will be faster!