Update app.py

app.py

@@ -13,7 +13,8 @@ from sentence_transformers import SentenceTransformer, util
 s_model = SentenceTransformer('clips/mfaq')
 
 from transformers import pipeline
-qa_model = pipeline("question-answering")
+qa_model = pipeline(task = 'question-answering', 
+                    model = 'Francesco-A/bert-finetuned-squad-v1')
 
 # %% ../drive/MyDrive/Codici/Python/Gradio_App/SemanticSearch_QA-v2.ipynb 3
 # Define the question(s)
@@ -117,6 +118,14 @@ def QA_similarity(question, contexts, n_answers=1):
     return df
 
 # %% ../drive/MyDrive/Codici/Python/Gradio_App/SemanticSearch_QA-v2.ipynb 6
+#|export
+
+title = 'SemanticSearch_QA-v2'
+description = """
+FAQ retrieval model: [clips/mfaq](https://huggingface.co/clips/mfaq) \n
+QA model: [Francesco-A/bert-finetuned-squad-v1](https://huggingface.co/Francesco-A/bert-finetuned-squad-v1)
+"""
+
 data = {
 'Context': contexts,
 }
@@ -133,8 +142,11 @@ intf = gr.Interface(fn=QA_similarity,
                                 [question_2,context_df,5],
                                 [question_4,context_df,10]],
                     debug=True,
+                    title=title,
+                    description=description, 
+                    # article=long_desc
 )
 
 intf.launch(inline=True,
             # share=True
-            )
+            )