Update app.py

app.py

@@ -55,7 +55,7 @@ CHROMA_PDF = './chroma/kkg/pdf'
 CHROMA_WORD = './chroma/kkg/word'
 CHROMA_EXCEL = './chroma/kkg/excel'
 #HuggingFace Model name--------------------------------
-MODEL_NAME_HF  = "t5-small" #"meta-llama/Meta-Llama-3-8B-Instruct" #"mistralai/Mistral-7B-Instruct-v0.3" #"microsoft/Phi-3-mini-4k-instruct" #"HuggingFaceH4/zephyr-7b-alpha" 
+MODEL_NAME_HF  = 'all-MiniLM-L6-v2' #"t5-small" #"meta-llama/Meta-Llama-3-8B-Instruct" #"mistralai/Mistral-7B-Instruct-v0.3" #"microsoft/Phi-3-mini-4k-instruct" #"HuggingFaceH4/zephyr-7b-alpha" 
 
 #HuggingFace Reop ID--------------------------------
 #repo_id = "meta-llama/Llama-2-13b-chat-hf"   
@@ -297,7 +297,7 @@ def generate_auswahl(prompt_in, file, file_history, chatbot, history, anzahl_doc
         summary = "<b>Zusammenfassung: </b>\n" + str(results['answer']) + "\n\n<b>Auszüge dazu: </b>"
         summary += " ".join([
             '<div><b>Dokument: </b> <span style="color: #BB70FC;">' + str(doc['titel']) + '</span> '
-            '(<b>Seite:</b></span> <span style="color: red;">' + str(doc['seite']) + '</span>)<br>'
+            '(<b>Seite:</span> <span style="color: red;">' + str(doc['seite']) + '</b></span>)<br>'
             '<span><b>Auschnitt:</b> ' + str(doc["content"]) + '</span></div>'
             '<div><span><b>Link: </b><span style="color: #BB70FC;"><a href="' + str(doc['download_link']) + '" target="_blank">' + str(doc['titel']) + '</a></span></div><br>'
             for doc in results['relevant_docs']])