Update processing.py

processing.py

@@ -1,6 +1,6 @@
 from langchain.schema import HumanMessage
 from output_parser import attachment_parser, bigfive_parser, personality_parser
-from langchain_community.embeddings import OpenAIEmbeddings
+from langchain_openai import OpenAIEmbeddings
 from langchain_community.vectorstores import FAISS
 from llm_loader import load_model  # Import the function to load the model
 from config import openai_api_key  # Import the API key from config.py
@@ -8,7 +8,7 @@ from langchain.chains import RetrievalQA
 import os
 
 # Initialize embeddings and FAISS index
-embedding_model = OpenAIEmbeddings(openai_api_key)
+embedding_model = OpenAIEmbeddings(model="text-embedding-3-large", openai_api_key=openai_api_key)
 
 # Path to the knowledge files
 knowledge_files = {