Add in RAG component (#2)

- Add in RAG component (00deebee76849d1311b645c01aab7f40b1d9bd0a)


Co-authored-by: Jagmeet Minhas <[email protected]>

app.py

@@ -3,6 +3,7 @@ from transformers import pipeline
 from PIL import Image
 from huggingface_hub import InferenceClient
 import os
+from gradio_client import Client
 
 # Hugging Face API key
 API_KEY = st.secrets["HF_API_KEY"]
@@ -79,5 +80,11 @@ if uploaded_file is not None:
     except Exception as e:
         st.error(f"Error generating ingredients: {e}")
 
+    st.subheader("Healthier alternatives:")
+    try:
+        client = Client("https://4fbc334ff05ec351c8.gradio.live/")
+        result = client.predict(query=f"What's a healthy {top_food} recipe, and why is it healthy?", api_name="/get_response")
+        st.write(result)
+
 # Footer
 st.sidebar.markdown("Developed by Muhammad Hassan Butt.")