Create app.py

app.py

@@ -0,0 +1,28 @@
+import gradio as gr
+import os
+from langchain.agents import load_tools
+from langchain.agents import initialize_agent
+from langchain import PromptTemplate, HuggingFaceHub, LLMChain
+from langchain.llms import OpenAI
+
+def funct(sentence):
+    llm = OpenAI(temperature=0)
+    
+    # Next, let's load some tools to use. Note that the `llm-math` tool uses an LLM, so we need to pass that in.
+    tools = load_tools(["serpapi", "llm-math"], llm=llm)
+    
+    agent = initialize_agent(tools, llm, agent="zero-shot-react-description", verbose=True)
+
+    return agent.run(sentence)
+
+
+with gr.Blocks() as app:
+    sentence = gr.Textbox()
+    sentiment = gr.Label()
+    submit = gr.Button()
+
+    submit.click(fn=funct,
+                 inputs=sentence,
+                 outputs=sentiment)
+
+app.launch(debug=True)