Update code.gs
#1
by
louisbrulenaudet
- opened
code.gs
CHANGED
@@ -1,6 +1,9 @@
|
|
1 |
-
const
|
|
|
2 |
|
3 |
-
|
|
|
|
|
4 |
function onOpen() {
|
5 |
const ui = SpreadsheetApp.getUi();
|
6 |
ui.createMenu('Hugging Sheets')
|
@@ -8,63 +11,94 @@ function onOpen() {
|
|
8 |
.addToUi();
|
9 |
}
|
10 |
|
11 |
-
|
|
|
|
|
12 |
function showApiKeyPrompt() {
|
13 |
const ui = SpreadsheetApp.getUi();
|
14 |
const response = ui.prompt('Enter your Hugging Face API Key:');
|
15 |
if (response.getSelectedButton() == ui.Button.OK) {
|
16 |
-
const apiKey = response.getResponseText();
|
17 |
-
|
18 |
-
|
|
|
|
|
|
|
|
|
19 |
}
|
20 |
}
|
21 |
|
22 |
-
|
23 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
24 |
const apiKey = PropertiesService.getScriptProperties().getProperty('HF_API_KEY');
|
25 |
if (!apiKey) {
|
26 |
throw new Error('Please enter your Hugging Face API key using the menu.');
|
27 |
}
|
28 |
|
29 |
-
const
|
30 |
-
const headers = {
|
31 |
-
"Authorization": `Bearer ${apiKey}`,
|
32 |
-
"Content-Type": "application/json"
|
33 |
-
};
|
34 |
-
|
35 |
-
|
36 |
-
const formattedPrompt = `<s> [INST] You are a helpful and honest assistant. Please, respond concisely and truthfully. [/INST] ${prompt} </s>`;
|
37 |
const payload = {
|
38 |
"inputs": formattedPrompt
|
39 |
};
|
40 |
|
|
|
41 |
|
|
|
42 |
const options = {
|
43 |
-
|
44 |
-
|
45 |
-
|
|
|
|
|
|
|
46 |
};
|
47 |
|
48 |
-
|
49 |
-
|
50 |
-
|
51 |
-
|
|
|
|
|
|
|
52 |
}
|
53 |
|
54 |
-
|
55 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
56 |
try {
|
57 |
-
const response = queryHuggingFace(prompt, model);
|
58 |
-
|
59 |
-
|
60 |
-
|
61 |
-
|
|
|
|
|
|
|
|
|
62 |
} catch (error) {
|
63 |
return `Error: ${error.message}`;
|
64 |
}
|
65 |
}
|
66 |
|
67 |
-
|
|
|
|
|
|
|
|
|
68 |
function onInstall(e) {
|
69 |
onOpen(e);
|
70 |
const formula = SpreadsheetApp.newUserDefinedFunctionBuilder()
|
@@ -72,4 +106,4 @@ function onInstall(e) {
|
|
72 |
.setFunction('HF')
|
73 |
.build();
|
74 |
SpreadsheetApp.installUserDefinedFunction(formula);
|
75 |
-
}
|
|
|
1 |
+
const DEFAULT_SYSTEM_PROMPT = 'You are a helpful and honest assistant. Please, respond concisely and truthfully.';
|
2 |
+
const DEFAULT_MODEL = "mistralai/Mistral-7B-Instruct-v0.3";
|
3 |
|
4 |
+
/**
|
5 |
+
* Adds a custom menu to Google Sheets to allow users to input their Hugging Face API key.
|
6 |
+
*/
|
7 |
function onOpen() {
|
8 |
const ui = SpreadsheetApp.getUi();
|
9 |
ui.createMenu('Hugging Sheets')
|
|
|
11 |
.addToUi();
|
12 |
}
|
13 |
|
14 |
+
/**
|
15 |
+
* Prompts the user to enter their Hugging Face API key and saves it in the script properties.
|
16 |
+
*/
|
17 |
function showApiKeyPrompt() {
|
18 |
const ui = SpreadsheetApp.getUi();
|
19 |
const response = ui.prompt('Enter your Hugging Face API Key:');
|
20 |
if (response.getSelectedButton() == ui.Button.OK) {
|
21 |
+
const apiKey = response.getResponseText().trim();
|
22 |
+
if (apiKey) {
|
23 |
+
PropertiesService.getScriptProperties().setProperty('HF_API_KEY', apiKey);
|
24 |
+
ui.alert('API Key saved successfully!');
|
25 |
+
} else {
|
26 |
+
ui.alert('API Key cannot be empty.');
|
27 |
+
}
|
28 |
}
|
29 |
}
|
30 |
|
31 |
+
/**
|
32 |
+
* Sends a request to the Hugging Face API with the specified prompt and model.
|
33 |
+
*
|
34 |
+
* @param {string} prompt - The input prompt to be sent to the model.
|
35 |
+
* @param {string} [model] - The model ID to query (e.g., 'mistralai/Mistral-7B-Instruct-v0.3').
|
36 |
+
* @param {string} [systemPrompt=DEFAULT_SYSTEM_PROMPT] - The system prompt to customize the assistant's behavior.
|
37 |
+
* @returns {object} JSON response from the Hugging Face API.
|
38 |
+
* @throws {Error} If the API key is not set or if the API request fails.
|
39 |
+
*/
|
40 |
+
function queryHuggingFace(prompt, model = DEFAULT_MODEL, systemPrompt = DEFAULT_SYSTEM_PROMPT) {
|
41 |
const apiKey = PropertiesService.getScriptProperties().getProperty('HF_API_KEY');
|
42 |
if (!apiKey) {
|
43 |
throw new Error('Please enter your Hugging Face API key using the menu.');
|
44 |
}
|
45 |
|
46 |
+
const formattedPrompt = `<s> [INST] ${systemPrompt} [/INST] ${prompt} </s>`;
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
47 |
const payload = {
|
48 |
"inputs": formattedPrompt
|
49 |
};
|
50 |
|
51 |
+
const payloadString = JSON.stringify(payload);
|
52 |
|
53 |
+
const url = `https://api-inference.huggingface.co/models/${model}`;
|
54 |
const options = {
|
55 |
+
'method': 'post',
|
56 |
+
'contentType': 'application/json',
|
57 |
+
'headers': {
|
58 |
+
'Authorization': `Bearer ${apiKey}`
|
59 |
+
},
|
60 |
+
'payload': payloadString
|
61 |
};
|
62 |
|
63 |
+
try {
|
64 |
+
const response = UrlFetchApp.fetch(url, options);
|
65 |
+
const json = JSON.parse(response.getContentText());
|
66 |
+
return json;
|
67 |
+
} catch (error) {
|
68 |
+
throw new Error(`Failed to fetch data from Hugging Face API: ${error.message}`);
|
69 |
+
}
|
70 |
}
|
71 |
|
72 |
+
/**
|
73 |
+
* Custom Google Sheets formula to query the Hugging Face API and return the generated text.
|
74 |
+
* Function to create the custom formula =HF(prompt, model, [systemPrompt])
|
75 |
+
*
|
76 |
+
* @param {string} prompt - The input prompt to be sent to the model.
|
77 |
+
* @param {string} [model] - The model ID to query (e.g., 'mistralai/Mistral-7B-Instruct-v0.3').
|
78 |
+
* @param {string} [systemPrompt] - The system prompt to customize the assistant's behavior. Defaults to DEFAULT_SYSTEM_PROMPT.
|
79 |
+
* @returns {string} The generated output text from the Hugging Face API, or an error message if the request fails.
|
80 |
+
*/
|
81 |
+
function HF(prompt, model = DEFAULT_MODEL, systemPrompt = DEFAULT_SYSTEM_PROMPT) {
|
82 |
try {
|
83 |
+
const response = queryHuggingFace(prompt, model, systemPrompt);
|
84 |
+
if (response && response.length > 0 && response[0].generated_text) {
|
85 |
+
const fullResponse = response[0].generated_text;
|
86 |
+
// Extract the part of the response after the prompt
|
87 |
+
const generatedOutput = fullResponse.split(`</s>`).pop().trim();
|
88 |
+
return generatedOutput;
|
89 |
+
} else {
|
90 |
+
return 'Error: Invalid response structure from Hugging Face API.';
|
91 |
+
}
|
92 |
} catch (error) {
|
93 |
return `Error: ${error.message}`;
|
94 |
}
|
95 |
}
|
96 |
|
97 |
+
/**
|
98 |
+
* Add the formula to Google Sheets.
|
99 |
+
*
|
100 |
+
* @param {object} e - The event object.
|
101 |
+
*/
|
102 |
function onInstall(e) {
|
103 |
onOpen(e);
|
104 |
const formula = SpreadsheetApp.newUserDefinedFunctionBuilder()
|
|
|
106 |
.setFunction('HF')
|
107 |
.build();
|
108 |
SpreadsheetApp.installUserDefinedFunction(formula);
|
109 |
+
}
|