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  # Vector Search Demo App
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  This is a Gradio web application that demonstrates vector search capabilities using MongoDB Atlas and OpenAI embeddings.
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  - The search uses OpenAI's text-embedding-ada-002 model to create embeddings
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  - Results are limited to top 5 matches
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- - Similarity scores range from 0 to 1, with higher scores indicating better matches
 
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+ license: agpl-3.0
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+ sdk: gradio
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+ ---
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  # Vector Search Demo App
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  This is a Gradio web application that demonstrates vector search capabilities using MongoDB Atlas and OpenAI embeddings.
 
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  - The search uses OpenAI's text-embedding-ada-002 model to create embeddings
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  - Results are limited to top 5 matches
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+ - Similarity scores range from 0 to 1, with higher scores indicating better matches