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add README w/ plan

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  1. README.md +17 -2
README.md CHANGED
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  ---
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- title: Poc Dataset To Endpoint
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  license: mit
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  ---
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- Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ---
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+ title: "POC: Dataset To Endpoint"
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  license: mit
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  ---
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+ This Space acts as proof-of-concept integration of the following components of
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+ the Hugging Face ecosystem:
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+
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+ - Docker Spaces;
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+ - Secret management thereof;
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+ - Dedicated inference endpoints (protected);
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+ - Datasets.
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+
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+ The flow will be as follows.
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+
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+ The Space will act as a pseudo-inference-endpoint. Rather than taking in
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+ features or lookup indexes, however, it will take a reference to **another
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+ Dataset hosted on Hugging Face**. From this dataset, we'll pull in the prompts
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+ to feed to a gated model, hosted on a protected dedicated inference
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+ endpoint. For said endpoint, we'll store the access token in the Space as a
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+ secret.