Update util.py

util.py

@@ -1,6 +1,4 @@
-from dotenv import load_dotenv
 import os
-load_dotenv()
 
 import concurrent.futures
 from collections import defaultdict
@@ -22,9 +20,8 @@ octoai_client = octoai.client.Client(token=os.getenv('OCTOML_KEY'))
 
 from pinecone import Pinecone, ServerlessSpec
 pc = Pinecone(api_key=os.getenv('PINECONE_API_KEY'))
-pc_512 = pc.Index('prorata-postman-ds')
-pc_256 = pc.Index('prorata-postman-ds-256')
-pc_128 = pc.Index('prorata-postman-ds-128')
+pc_256 = pc.Index('prorata-postman-ds-256-v2')
+pc_128 = pc.Index('prorata-postman-ds-128-v2')
 
 
 from langchain.text_splitter import RecursiveCharacterTextSplitter
@@ -44,7 +41,7 @@ def get_embedding(text, model="text-embedding-3-small"):
    text = text.replace("\n", " ")
    return openai_client.embeddings.create(input = [text], model=model).data[0].embedding
 
-@cache
+
 def get_embedding_l(text_l, model="text-embedding-3-small"):
    text_l = [text.replace("\n", " ") for text in text_l]
    res = openai_client.embeddings.create(input=text_l, model=model)