ganagalachalapathi75 commited on
Commit
98f0af1
1 Parent(s): 4c6b8d9

Upload app.py with huggingface_hub

Browse files
Files changed (1) hide show
  1. app.py +34 -0
app.py ADDED
@@ -0,0 +1,34 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ import os
2
+ import gradio as gr
3
+ from langchain.chat_models import ChatOpenAI
4
+ from langchain import LLMChain, PromptTemplate
5
+ from langchain.memory import ConversationBufferMemory
6
+
7
+ OPENAI_API_KEY=os.getenv('OPENAI_API_KEY')
8
+
9
+ template = """Meet Riya, your youthful and witty personal assistant! At 21 years old, she's full of energy and always eager to help. Riya's goal is to assist you with any questions or problems you might have. Her enthusiasm shines through in every response, making interactions with her enjoyable and engaging.
10
+ {chat_history}
11
+ User: {user_message}
12
+ Chatbot:"""
13
+
14
+ prompt = PromptTemplate(
15
+ input_variables=["chat_history", "user_message"], template=template
16
+ )
17
+
18
+ memory = ConversationBufferMemory(memory_key="chat_history")
19
+
20
+ llm_chain = LLMChain(
21
+ llm=ChatOpenAI(temperature='0.5', model_name="gpt-3.5-turbo"),
22
+ prompt=prompt,
23
+ verbose=True,
24
+ memory=memory,
25
+ )
26
+
27
+ def get_text_response(user_message,history):
28
+ response = llm_chain.predict(user_message = user_message)
29
+ return response
30
+
31
+ demo = gr.ChatInterface(get_text_response)
32
+
33
+ if __name__ == "__main__":
34
+ demo.launch() #To create a public link, set `share=True` in `launch()`. To enable errors and logs, set `debug=True` in `launch()`.