Spaces:
Sleeping
Sleeping
Add application file
Browse files
app.py
ADDED
|
@@ -0,0 +1,39 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
import random
|
| 2 |
+
import gradio as gr
|
| 3 |
+
import requests
|
| 4 |
+
|
| 5 |
+
API_URL = "https://api-inference.huggingface.co/models/facebook/blenderbot-3B"
|
| 6 |
+
headers = {"Authorization": "Bearer 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"}
|
| 7 |
+
|
| 8 |
+
def query(payload):
|
| 9 |
+
response = requests.post(API_URL, headers=headers, json=payload)
|
| 10 |
+
return response.json()
|
| 11 |
+
|
| 12 |
+
|
| 13 |
+
def chat(message):
|
| 14 |
+
past_user=["what is your name?"]
|
| 15 |
+
generated=["I am Sade, Funbi's AI chatbot"]
|
| 16 |
+
message = message.lower()
|
| 17 |
+
if message.startswith("what is your name"):
|
| 18 |
+
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"])
|
| 19 |
+
elif "your name" in message:
|
| 20 |
+
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"])
|
| 21 |
+
elif "who are you" in message:
|
| 22 |
+
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"])
|
| 23 |
+
else:
|
| 24 |
+
response = query({"inputs": {"past_user_inputs":past_user,"generated_responses":generated,"text":message},})
|
| 25 |
+
response = response['generated_text']
|
| 26 |
+
past_user.append(message)
|
| 27 |
+
generated.append(response)
|
| 28 |
+
#history.append((message, response))
|
| 29 |
+
return response
|
| 30 |
+
|
| 31 |
+
demo = gr.Interface(
|
| 32 |
+
chat,
|
| 33 |
+
inputs="text",
|
| 34 |
+
outputs="text",
|
| 35 |
+
title="Chatbot",
|
| 36 |
+
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",
|
| 37 |
+
|
| 38 |
+
)
|
| 39 |
+
demo.launch()
|