DR-Rakshitha commited on
Commit
8a04515
·
1 Parent(s): 9af5885
Files changed (1) hide show
  1. app.py +20 -6
app.py CHANGED
@@ -1,9 +1,23 @@
 
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  from gpt4all import GPT4All
 
 
 
 
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  model = GPT4All("wizardlm-13b-v1.1-superhot-8k.ggmlv3.q4_0.bin")
 
 
 
 
 
 
 
 
 
 
 
 
 
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- while True:
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- user_input = input("You: ")
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- if user_input.lower() == 'exit':
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- break
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- response = model.generate(user_input)
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- print("Chatbot:", response)
 
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+ # app.py
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  from gpt4all import GPT4All
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+ from flask import Flask, render_template, request
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+
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+ app = Flask(__name__)
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+
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  model = GPT4All("wizardlm-13b-v1.1-superhot-8k.ggmlv3.q4_0.bin")
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+ # Load your machine learning model
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+ # model = joblib.load("wizardlm-13b-v1.1-superhot-8k.ggmlv3.q4_0.bin")
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+
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+ @app.route("/", methods=["GET", "POST"])
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+ def index():
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+ if request.method == "POST":
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+ user_input = request.form["user_input"]
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+ # Process the user input using your model
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+ output = model.predict([user_input])[0]
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+
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+ return render_template("index.html", user_input=user_input, output=output)
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+
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+ return render_template("index.html")
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+ if __name__ == "__main__":
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+ app.run(debug=True)