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 # ✨PyPi Scout
 
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 PyPi Scout helps you find PyPi packages using natural language prompts powered by Large Language Models (LLMs).
 
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 The project works by collecting project summaries and descriptions for all packages on PyPI with more than 50 weekly downloads. These are then converted into vector representations using [Sentence Transformers](https://www.sbert.net/). When the user enters a query, it is converted into a vector representation, and the most similar package descriptions are fetched from the vector database. Additional weight is given to weekly downloads before presenting the results to the user in a dashboard.
 
 ## Getting Started
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