Spaces:
Sleeping
Sleeping
Anthony G
commited on
Commit
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7b10ac3
1
Parent(s):
cb56211
added files
Browse files- .gitignore +1 -0
- app.py +37 -0
- requirements.txt +3 -0
.gitignore
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.env
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app.py
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import os
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from openai import OpenAI
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from dotenv import load_dotenv
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import gradio as gr
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load_dotenv()
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API_KEY = os.getenv("OPENAI_API_KEY")
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openai = OpenAI(api_key=API_KEY)
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create_msg = lambda x, y: {"role": x, "content": y}
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SYSTEM_PROMPT = create_msg(
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"system",
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"""You are a helpful mental health chatbot, please answer with care. If you don't know the answer, respond 'Sorry, I don't know the answer to this question.'. If the question is too complex, respond 'Kindly, consult a psychiatrist for further queries.'.""".strip(),
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)
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def predict(message, history):
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history_openai_format = []
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history_openai_format.append(SYSTEM_PROMPT)
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for human, assistant in history:
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history_openai_format.append({"role": "user", "content": human})
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history_openai_format.append({"role": "assistant", "content": assistant})
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history_openai_format.append({"role": "user", "content": message})
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response = openai.chat.completions.create(
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model="ft:gpt-3.5-turbo-0613:personal::8kBTG8eh", messages=history_openai_format, temperature=0.35, stream=True
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)
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partial_message = ""
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for chunk in response:
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if chunk.choices[0].delta.content is not None:
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partial_message = partial_message + chunk.choices[0].delta.content
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yield partial_message
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gr.ChatInterface(fn=predict, title="Mental Health Chatbot - by Jayda Hunte").launch(share=True)
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requirements.txt
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openai
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gradio
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python-dotenv
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