Open AI update

app.py

@@ -1,7 +1,7 @@
 import streamlit as st
 from sentence_transformers import SentenceTransformer
 from sklearn.metrics.pairwise import cosine_similarity
-import openai
+from openai import OpenAI
 import numpy as np
 import pandas as pd
 
@@ -69,15 +69,17 @@ if st.button("Calculate Similarities"):
             if not openai_api_key:
                 st.error("Please provide your OpenAI API key for this model.")
             else:
-                openai.api_key = openai_api_key
                 st.info("Generating OpenAI embeddings...")
                 
+                # Initialize OpenAI client with new v1.0.0 interface
+                client = OpenAI(api_key=openai_api_key)
+                
                 def get_openai_embedding(text):
-                    response = openai.Embedding.create(
+                    response = client.embeddings.create(
                         model="text-embedding-ada-002",
                         input=text
                     )
-                    return np.array(response['data'][0]['embedding'])
+                    return np.array(response.data[0].embedding)
                 
                 primary_embedding = get_openai_embedding(primary_keyword)
                 keyword_embeddings = np.array([get_openai_embedding(kw) for kw in keyword_list])