Created
February 16, 2024 20:13
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Vectara GSheet Integration
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/** | |
* Calculates the sale price of a value at a given discount. | |
* The sale price is formatted as US dollars. | |
* | |
* @param {string} question The RFI question to answer. | |
* @param {number} discount The discount to apply, such as .5 or 50%. | |
* @return The answer according to Vectara. | |
* @customfunction | |
*/ | |
function VectaraRFIAnswer(question) { | |
var vectaraCorpusID = 1; // your corpus ID | |
var vectaraCustomerID = "YOUR_CUSTOMER_ID"; | |
var vectaraApiKey = 'YOUR_PERSONAL_API_KEY'; | |
var vectaraPrompt = `[ | |
{"role": "system", "content": "You are an RFI answering assistant acting on behalf of the company Vectara. You are provided with search results from previously responded-to RFIs that may help answer the given question. You must summarize these results as a coherent answer. Give slight preference to search results that appear earlier in the chat. Only use information provided in this chat."}, | |
#foreach ($qResult in $vectaraQueryResults) | |
#if ($foreach.first) | |
{"role": "user", "content": "Search for \\"$esc.java(\\\${vectaraQuery})\\", and give me the first search result."}, | |
{"role": "assistant", "content": "$esc.java(\\\${qResult.getText()})" }, | |
#else | |
{"role": "user", "content": "Give me the $vectaraIdxWord[$foreach.index] search result."}, | |
{"role": "assistant", "content": "$esc.java(\\\${qResult.getText()})" }, | |
#end | |
#end | |
{"role": "user", "content": "Generate a comprehensive and informative answer (but no more than $vectaraOutChars characters) for the question \\"$esc.java(\\\${vectaraQuery})\\" solely based on the search results in this chat. You must only use information from the provided results. Combine search results together into a coherent answer. Do not repeat text. Only use the most relevant results that answer the question accurately. If a result does not answer the question, do not use it. If the search results are not valid, respond with \\"The returned results did not contain sufficient information to the question.\\"."} | |
]`; | |
var headers = { | |
'x-api-key': vectaraApiKey, | |
'Content-Type': 'application/json', | |
"customer-id": vectaraCustomerID | |
}; | |
var url = 'https://api.vectara.io/v1/query'; | |
var corpus_key = { | |
'customer_id': vectaraCustomerID, | |
'corpus_id': vectaraCorpusID, | |
'lexicalInterpolationConfig': { 'lambda': 0.025 } | |
}; | |
var query = { | |
'query': question, | |
'num_results': 10, | |
'corpus_key': [ corpus_key ], | |
'summary': [{ | |
'promptText': vectaraPrompt, | |
'responseLang': 'en', | |
'maxSummarizedResults': 5 | |
}] | |
}; | |
var payload = { | |
"query": [ query ] | |
}; | |
Logger.log(vectaraPrompt); | |
var options = { | |
'method' : 'post', | |
'contentType': 'application/json', | |
'headers': headers, | |
'payload': JSON.stringify(payload) | |
}; | |
var response = JSON.parse(UrlFetchApp.fetch(url, options)); | |
var summary = response['responseSet'][0]['summary'][0]['text']; | |
return summary; | |
} |
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