lifewjola commited on
Commit
fc824ef
·
1 Parent(s): fa57ffe

Create app.py

Browse files
Files changed (1) hide show
  1. app.py +24 -0
app.py ADDED
@@ -0,0 +1,24 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ # AnjiBot 🤖
2
+ ### Computer Science Course Representative (Chatbot)
3
+
4
+ from transformers import pipeline
5
+ import pandas as pd
6
+ import gradio as gr
7
+
8
+ # Load TAPAS model and table
9
+ tqa = pipeline(task="table-question-answering", model="google/tapas-base-finetuned-sqa")
10
+ table = pd.read_csv('CSLECTURERS.csv', delimiter="::")
11
+ table = table.astype('str')
12
+
13
+ messages = []
14
+ responses = []
15
+
16
+ def anjibot(message, history):
17
+ messages.append(message)
18
+ conversation = {"text": message, "past_user_input": messages, "generated_responses": responses}
19
+ answer = tqa(table=table, query=message)["answer"]
20
+ responses.append(answer)
21
+ return "AnjiBot: " + answer
22
+
23
+ demo_chatbot = gr.ChatInterface(anjibot, title='AnjiBot', description="Anji is unavailable? That girl! Ask me, I may know!")
24
+ demo_chatbot.launch()