Update app.py

app.py

@@ -39,7 +39,7 @@ class CustomEmbeddingFunction:
 
 # Initialize components
 sentiment_pipeline = pipeline("sentiment-analysis")
-chroma_client = Client(Settings(persist_directory="chromadb_storage"))
+chroma_client = Client(Settings(persist_directory="chromadb_storage",chroma_db_impl="duckdb+parquet"))
 embedding_fn = CustomEmbeddingFunction()
 collection_name = "crm_data"
 
@@ -84,11 +84,9 @@ def update_google_sheet(transcribed_text, sentiment,objection, recommendations,o
 
 load_dotenv()
 huggingface_api_key= os.getenv("HUGGINGFACE_TOKEN")
-if huggingface_api_key:
-    login(token=huggingface_api_key)
-else:
-    raise ValueError("Hugging Face API key not found. Please set the HUGGINGFACE_TOKEN environment variable.")
-
+if not huggingface_api_key:
+    st.error("Hugging Face API key not found. Please set the HUGGINGFACE_TOKEN environment variable.")
+    st.stop()
 model_name = "tabularisai/multilingual-sentiment-analysis"
 model = AutoModelForSequenceClassification.from_pretrained(model_name)
 tokenizer = AutoTokenizer.from_pretrained(model_name)