Update app.py

app.py

@@ -3,29 +3,50 @@ import gradio as gr
 # from llama_index import GPTVectorStoreIndex
 # from query_data import get_chain
 from langchain.chat_models import ChatOpenAI
-from langchain import LLMChain
-from langchain.chat_models import ChatOpenAI
-from langchain.prompts.chat import (
-    ChatPromptTemplate,
-    SystemMessagePromptTemplate,
-    HumanMessagePromptTemplate,
-)
-from langchain.agents import initialize_agent, AgentType
 
-# initialize OpenAI chatbot agent
-llm = ChatOpenAI(temperature=0)
-agent = initialize_agent(llm, AgentType.CHAT_CONVERSATIONAL_REACT_DESCRIPTION)
+# create the OpenAI chatbot
+chatbot = ChatOpenAI()
 
-# define function to get chatbot response
-def get_response(text):
-    response = agent.run(text)
+# define the function to generate the chatbot response
+def generate_response(text):
+    response = chatbot.generate_response(text)
     return response
 
-# create Gradio interface
-iface = gr.Interface(fn=get_response, inputs="text", outputs="text")
+# create the Gradio interface
+interface = gr.Interface(
+    fn=generate_response,
+    inputs=gr.inputs.Textbox(label="Input Text"),
+    outputs=gr.outputs.Textbox(label="Output Text")
+)
+
+# launch the interface
+interface.launch()
+
+#from langchain import OpenAI, ConversationChain, LLMChain, PromptTemplate
+#from langchain.memory import ConversationBufferWindowMemory
+
+#template = 
+"""You are a brilliant and empathic counselor. You encourage human to share feelings. 
+You provide resources when appropriate or if asked.
+{history}
+Human: {human_input}
+Assistant:"""
+
+"""prompt = PromptTemplate(input_variables=["history", "human_input"], template=template)
+
+chatgpt_chain = LLMChain(
+    llm=OpenAI(temperature=0.8),
+    prompt=prompt,
+    verbose=False,
+    memory=ConversationBufferWindowMemory(k=2),
+)
+
+output = chatgpt_chain.predict(
+    human_input=
+
+iface = gr.Interface(fn=get_response, inputs="text", outputs="text")"""
+
 
-# launch interface
-iface.launch()
 
 """chat = ChatOpenAI(temperature=0)