| import requests | |
| import json | |
| import os | |
| API_URL = "https://kp4xdy196cw81uf3.us-east-1.aws.endpoints.huggingface.cloud" | |
| token = os.getenv('HUGGINGFACEHUB_API_TOKEN') | |
| headers = { | |
| "Accept" : "application/json", | |
| "Authorization": "Bearer " + token, | |
| "Content-Type": "application/json" | |
| } | |
| def query(payload): | |
| response = requests.post(API_URL, headers=headers, json=payload) | |
| return response.json() | |
| def generate_response(text): | |
| input = { | |
| "inputs": text, | |
| "parameters": { | |
| "max_new_tokens" : 256, | |
| "top_k": 10, | |
| "top_p": 0.95, | |
| "typical_p": 0.95, | |
| "temperature": 0.01, | |
| "repetition_penalty": 1.03, | |
| "stop" : ["/nHuman:", "/nUser:", "<end of message>\n", "Human:", "<end of response>"] | |
| } | |
| } | |
| output = query(input) | |
| return output[0]["generated_text"] | |