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1. Useful Pandas Snippets Useful Pandas Snippets

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   # List unique values in a DataFrame column

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   # h/t @makmanalp for the updated syntax!

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   df['Column Name'].unique()

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   # Convert Series datatype to numeric (will error if column has non-numeric values)

2. Token count for embedding Token count for embedding

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   # FILEPATH: /tiktoken

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   import tiktoken

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   def num_tokens_from_string(string: str, encoding_name: str) -> int:

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       """

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4. OpenAPI-Specification OpenAPI-Specification Public

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5. SteveLTN/https-portal SteveLTN/https-portal Public

   A fully automated HTTPS server powered by Nginx, Let's Encrypt and Docker.

   Ruby 4.5k 301

6. pydantic/logfire pydantic/logfire Public

   Uncomplicated Observability for Python and beyond! 🪵🔥

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