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Add summarization to Google Sheets using HuggingFace's API
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function SUMMARIZE(input, repo_id="google/pegasus-xsum", use_gpu=false) { | |
// other models to consider | |
// short sequences | |
// sshleifer/distilbart-cnn-12-6 | |
// knkarthick/MEETING_SUMMARY | |
// long sequences | |
// google/bigbird-pegasus-large-bigpatent | |
// allenai/led-large-16384-arxiv | |
// pszemraj/long-t5-tglobal-base-16384-book-summary | |
endpoint = "https://api-inference.huggingface.co/models/" + repo_id; | |
var payload = { | |
'inputs': input, | |
'options': { | |
"use_gpu": use_gpu, | |
"wait_for_model": true | |
} | |
}; | |
// Add your token from https://huggingface.co/settings/token | |
var options = { | |
"headers": {"Authorization": "Bearer HF_API_TOKEN"}, | |
"method" : "post", | |
"content_type": "application/json", | |
"payload" : JSON.stringify(payload), | |
}; | |
const response = UrlFetchApp.fetch(endpoint, options); | |
const data = JSON.parse(response.getContentText()); | |
const obj = data[0] | |
if ("summary_text" in obj){ | |
return obj["summary_text"] | |
} | |
else if ("generated_text" in obj){ | |
return obj["generated_text"] | |
} | |
else { | |
return obj | |
} | |
} |
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