Update app.py

base url : http://ollama:11434

app.py

@@ -5,8 +5,6 @@ import logging
 
 from langchain_ollama import ChatOllama
 
-
-from langchain_community.document_loaders import PyMuPDFLoader
 from langchain_community.document_loaders import PyPDFLoader
 
 from langchain_text_splitters import RecursiveCharacterTextSplitter
@@ -104,7 +102,7 @@ def main() -> None:
     chunks = text_splitter.split_documents(raw_text)
 
     #embeddings = OllamaEmbeddings(model='nomic-ai/nomic-embed-text-v1.5', base_url="http://localhost:11434")
-    embeddings = OllamaEmbeddings(model='nomic-embed-text', base_url="http://host.docker.internal:11434")
+    embeddings = OllamaEmbeddings(model='nomic-embed-text', base_url="http://ollama:11434")
 
     single_vector = embeddings.embed_query("this is some text data")