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const API_URL = "https://api-inference.huggingface.co/models/mistralai/Mistral-7B-Instruct-v0.3";
// Function to display a menu in Google Sheets
function onOpen() {
const ui = SpreadsheetApp.getUi();
ui.createMenu('Hugging Sheets')
.addItem('Enter your HF API Key', 'showApiKeyPrompt')
.addToUi();
}
// Function to prompt the user for their Hugging Face API key
function showApiKeyPrompt() {
const ui = SpreadsheetApp.getUi();
const response = ui.prompt('Enter your Hugging Face API Key:');
if (response.getSelectedButton() == ui.Button.OK) {
const apiKey = response.getResponseText();
PropertiesService.getScriptProperties().setProperty('HF_API_KEY', apiKey);
ui.alert('API Key saved successfully!');
}
}
// Function to call the Hugging Face API
function queryHuggingFace(prompt, model) {
const apiKey = PropertiesService.getScriptProperties().getProperty('HF_API_KEY');
if (!apiKey) {
throw new Error('Please enter your Hugging Face API key using the menu.');
}
const url = `https://api-inference.huggingface.co/models/${model}`;
const headers = {
"Authorization": `Bearer ${apiKey}`,
"Content-Type": "application/json"
};
const formattedPrompt = `<s> [INST] You are a helpful and honest assistant. Please, respond concisely and truthfully. [/INST] ${prompt} </s>`;
const payload = {
"inputs": formattedPrompt
};
const options = {
"method": "post",
"headers": headers,
"payload": JSON.stringify(payload)
};
const response = UrlFetchApp.fetch(url, options);
const json = JSON.parse(response.getContentText());
return json;
}
// Function to create the custom formula "=HF(prompt, model)"
function HF(prompt, model) {
try {
const response = queryHuggingFace(prompt, model);
const fullResponse = response[0].generated_text; // Adjust based on the actual response structure
// Extract the part of the response after the prompt
const generatedOutput = fullResponse.split(`</s>`).pop().trim();
return generatedOutput;
} catch (error) {
return `Error: ${error.message}`;
}
}
// Add the formula to Google Sheets
function onInstall(e) {
onOpen(e);
const formula = SpreadsheetApp.newUserDefinedFunctionBuilder()
.setName('HF')
.setFunction('HF')
.build();
SpreadsheetApp.installUserDefinedFunction(formula);
}