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Update app.py
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app.py
CHANGED
@@ -3,13 +3,23 @@ import pip
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import os
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pip.main(['install', 'transformers'])
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pip.main(['install', 'torch'])
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from transformers import pipeline
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model_name_or_path='dgnk007/eagle'
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def generate_response(message):
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prompt_template=f"Below is an instruction that describes a task. Write a response that appropriately completes the request.\n\n### Instruction:\n {message}\n\n### Response:\n"
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generate=pipeline('text-generation',model=model_name_or_path)
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response=generate(prompt_template,max_length=1024,return_full_text=False,eos_token_id=21017,pad_token_id=50256)
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return response[0]['generated_text']
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examples = [
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["Give three tips for staying healthy."],
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import os
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pip.main(['install', 'transformers'])
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pip.main(['install', 'torch'])
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pip.main(['install', 'pymongo'])
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import pymongo
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from transformers import pipeline
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from datetime import datetime
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model_name_or_path='dgnk007/eagle'
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generate=pipeline('text-generation',model=model_name_or_path)
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myclient = pymongo.MongoClient(os.environ['DB_URI'])
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mydb = myclient["eagle"]
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def store_at_db(prompt,response):
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rawusage = mydb["rawusage"]
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rawusage.insert_one({"prompt":prompt,"response":response,"current_time":datetime.now()})
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def generate_response(message):
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prompt_template=f"Below is an instruction that describes a task. Write a response that appropriately completes the request.\n\n### Instruction:\n {message}\n\n### Response:\n"
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response=generate(prompt_template,max_length=1024,return_full_text=False,eos_token_id=21017,pad_token_id=50256)
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store_at_db(message,response[0]['generated_text'])
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return response[0]['generated_text']
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examples = [
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["Give three tips for staying healthy."],
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