Update app.py

app.py

@@ -32,7 +32,7 @@ def find_most_similar(sentence, candidates, threshold=0.15):
     similar_sentences = []
     for i, score in enumerate(similarity_scores):
         if score >= threshold:
-            similar_sentences.append({"sentence": candidates[i], "similarity_score": round(score, 4)})
+            similar_sentences.append({"sentence": candidates[i], "f(score)": round(score, 4)})
     
     return similar_sentences
 
@@ -51,13 +51,13 @@ def fetch_vectors(file, sentence):
 # Interface
 file_uploader = gr.File(label="Upload a .txt file")
 text_input = gr.Textbox(label="Enter a sentence")
-output_text = gr.Textbox(label="Similar Sentences JSON")
+output_text = gr.Textbox(label="RAG -QA")
 
 iface = gr.Interface(
     fn=fetch_vectors,
     inputs=[file_uploader, text_input],
     outputs=output_text,
-    title="Simple RAG - For QA",
+    title="Minimal RAG - For QA (Super Fast/Modeless)",
     description="Upload a text file and enter the question. The threshold is set to 0.15."
 )