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import gradio as gr
import os
import openai
import gradio as gr
from gradio import ChatInterface
import time
# Get the value of the openai_api_key from environment variable
openai.api_key = os.getenv("OPENAI_API_KEY")
# Import things that are needed generically from langchain
from langchain import LLMMathChain, SerpAPIWrapper
from langchain.agents import AgentType, initialize_agent, load_tools
from langchain.chat_models import ChatOpenAI
from langchain.tools import BaseTool, StructuredTool, Tool, tool
from langchain.tools import MoveFileTool, format_tool_to_openai_function
from langchain.schema import (
AIMessage,
HumanMessage,
SystemMessage
)
from langchain.utilities import WikipediaAPIWrapper
from langchain.tools import AIPluginTool
# Question- how can one set up a system message for their Chatbot while using ChatInterface
# Example system message : system = SystemMessage(content = "You are a helpful AI assistant")
# driver
def predict(user_input, chatbot):
chat = ChatOpenAI(temperature=1.0, streaming=True, model='gpt-3.5-turbo-0613')
messages=[]
for conv in chatbot:
human = HumanMessage(content=conv[0])
ai = AIMessage(content=conv[1])
messages.append(human)
messages.append(ai)
messages.append(HumanMessage(content=user_input))
# getting gpt3.5's response
gpt_response = chat(messages)
return gpt_response.content
def echo_stream(message, history):
for i in range(len(message)):
time.sleep(0.3)
yield message[:i]
ChatInterface(echo_stream).queue().launch(debug=True)
#chatbot = gr.Chatbot()
#gr.ChatInterface(predict, delete_last_btn="del").queue().launch(share=False, debug=True) #examples=["How are you?", "What's up?"], |