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  To further enhance the dataset's utility, a new embedding field and vector embedding for every datapoint have been added using the OpenAI EMBEDDING_MODEL = "text-embedding-3-small", with an EMBEDDING_DIMENSION of 256.
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- Notably, this extension with vector embeddings only contains a portion of the original dataset, focusing on enriching a selected subset with advanced analytical capabilities.
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  ## Dataset Structure
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  Each record in the dataset represents a news article about technology companies and includes the following fields:
 
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  To further enhance the dataset's utility, a new embedding field and vector embedding for every datapoint have been added using the OpenAI EMBEDDING_MODEL = "text-embedding-3-small", with an EMBEDDING_DIMENSION of 256.
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+ **Notably, this extension with vector embeddings only contains a portion of the original dataset, 1576528 data points, focusing on enriching a selected subset with advanced analytical capabilities.**
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  ## Dataset Structure
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  Each record in the dataset represents a news article about technology companies and includes the following fields: