Update app.py

app.py

@@ -78,7 +78,8 @@ from langchain_community.document_transformers import BeautifulSoupTransformer
 # Function to index URLs in RAG
 def index_urls_in_rag(urls=[]):
       # Load the RAG model
-    rag_model = "intfloat/e5-mistral-7b-instruct"
+    rag_model = "sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2"
+    #rag_model = "intfloat/e5-mistral-7b-instruct"
     encode_kwargs = {
         "normalize_embeddings": False
     }  # set True to compute cosine similarity
@@ -161,10 +162,11 @@ def get_response(message, history=[]):
 @app.on_event("startup")
 async def startup():
     print("donee.... ")
-    domain_url = 'https://ki-fusion-labs.de'
+    domain_url = 'https://ki-fusion-labs.de/blog.html'
     links = get_all_links_from_domain(domain_url)
     print(links)
     retriever_chain = index_urls_in_rag(links)
+    
     retriever_chain.invoke("Was ist bofrost*")
     get_response("Was kosten Schoko Osterhasen?")