import os
import gradio as gr
import pinecone
from gpt_index import GPTIndexMemory, GPTPineconeIndex

OPENAI_API_KEY=os.environ.get("OPENAI_API_KEY")
PINECONE_API_KEY=os.environ.get("PINECONE_API_KEY")
PINECONE_ENV=os.environ.get("PINECONE_ENV")

pointing_pinecone_index=pinecone.Index("sethgodin")

main_index=GPTPineconeIndex([],pinecone_index=pointing_pinecone_index)
memory = GPTIndexMemory(index=main_index, memory_key="chat_history", query_kwargs={"response_mode": "compact"})
llm=OpenAI(temperature=0.3)
agent_chain = initialize_agent([], llm, agent="conversational-react-description", memory=memory