Update app.py

app.py

@@ -5,13 +5,13 @@ from chromadb.config import Settings
 
 from chromadb import PersistentClient
 
-# Initialize the inference client with your model (ensure you have access to the model)
-inference_client = InferenceClient(model="meta-llama/Llama-3.2-11B-Vision")  # Example model name
+# Initialize the inference client with model
+inference_client = InferenceClient(model="unsloth/Llama-3.2-3B-Instruct") 
 
-# Set the correct path to the ChromaDB directory
+# path to the ChromaDB directory
 client_db = PersistentClient(path="./chromadb_directory/chromadb_file")
 
-# Load your collection
+# Load collection
 collection = client_db.get_collection("my_collection")
 
 # Function to retrieve documents from ChromaDB, ensuring results are strings