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Add application file
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app.py
ADDED
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import random
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import gradio as gr
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import requests
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API_URL = "https://api-inference.huggingface.co/models/facebook/blenderbot-3B"
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headers = {"Authorization": "Bearer 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"}
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def query(payload):
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response = requests.post(API_URL, headers=headers, json=payload)
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return response.json()
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#output = query({
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#"inputs": {
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#"past_user_inputs": ["Which movie is the best ?"],
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# "generated_responses": ["It's Die Hard for sure."],
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# "text": "Can you explain why ?"
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#},
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#})
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def chat(message, history):
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past_user=["what is your name?"]
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generated=["I am Sade, Funbi's AI chatbot"]
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history = history or []
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message = message.lower()
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if message.startswith("what is your name"):
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response = random.choice(["I am Sade an AI chatbot made by Funbi,how are you?","Sade, an AI chatbot made by Funbi, feel free to ask me anything"])
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elif "your name" in message:
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response = random.choice(["I am Sade an AI chatbot made by Funbi,how are you?","Sade, an AI chatbot made by Funbi, feel free to ask me anything"])
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elif "who are you" in message:
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response = random.choice(["I am Sade an AI chatbot made by Funbi,how are you?","Sade, an AI chatbot made by Funbi, feel free to ask me anything"])
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else:
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response = query({"inputs": {"past_user_inputs":past_user,"generated_responses":generated,"text":message},})
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response = response['generated_text']
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past_user.append(message)
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generated.append(response)
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history.append((message, response))
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return history, history
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chatbot = gr.Chatbot().style(color_map=("green", "pink"))
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demo = gr.Interface(
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chat,
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["text", "state"],
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[chatbot, "state"],
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allow_flagging="never",title="Chatbot",
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description="This is chatbot made by using a pre-train model by Facebook called blender and I then primed it with a little extra information",
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)
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demo.launch()
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