Fixing deprecation messages: Importing embeddings from langchain is deprecated

ingest.py

@@ -2,10 +2,10 @@
 
 import boto3
 import requests
-from langchain.document_loaders import SeleniumURLLoader
-from langchain.embeddings import BedrockEmbeddings
-from langchain.text_splitter import RecursiveCharacterTextSplitter
-from langchain.vectorstores import FAISS
+from langchain_community.document_loaders import SeleniumURLLoader
+from langchain_community.embeddings import BedrockEmbeddings
+from langchain_community.text_splitter import RecursiveCharacterTextSplitter
+from langchain_community.vectorstores import FAISS
 from selenium import webdriver
 from selenium.webdriver.chrome.options import Options
 from selenium.webdriver.chrome.service import Service

requirements.txt

@@ -1,4 +1,5 @@
 langchain
+langchain-community
 faiss-cpu
 boto3
-botocore
+botocore

tools.py

@@ -1,8 +1,8 @@
 import json
 
 import boto3
-from langchain.embeddings import BedrockEmbeddings
-from langchain.vectorstores import FAISS
+from langchain_community.embeddings import BedrockEmbeddings
+from langchain_community.vectorstores import FAISS
 
 
 bedrock_runtime = boto3.client(