Some frontend cosmetics and refactoring.

filterminutes.py

@@ -67,15 +67,15 @@ def search_with_filter(vector_store, query, filter_dict, target_k=5, init_k=100,
     if len_docs_begin >= target_k:
         log.info(f'Initial search contains {len_docs_begin} documents. Expansion not required. ')
         return context
-    CUT_THE_LOOP_N = 500
-    for top_k_docs in np.arange(init_k, CUT_THE_LOOP_N * init_k, step):
+    MAX_K = 50000  # This is more than the number of actual documents.
+    for top_k_docs in np.arange(init_k, MAX_K, step):
         log.info(f'Context contains {len(context)} documents')
         log.info(f'Expanding search with k={top_k_docs}')
         context = filter_docs_by_meta(vector_store.similarity_search(query, k=int(top_k_docs)), filter_dict)
         if len(context) >= target_k:
             log.info(f'Success. Context contains {len(context)} documents matching the filtering criteria')
             return context
-    log.info(f'Failed to reach target number of documents after {CUT_THE_LOOP_N} loops,'
+    log.info(f'Failed to reach target number of documents,'
              f' context contains {len(context)} documents matching the filtering criteria')
     return context
 

public_app.py

@@ -81,7 +81,7 @@ if __name__ == '__main__':
                                    'cultural, financial, and political developments occurring at a given time.'
                                    ' The model actively looks for the presence of date elements in the query '
                                    'and will stop the execution if cannot find them to minimize the risk of model '
-                                   'hallucination. Nevertheless, the usual caveats for application making use of generative AI apply.'
+                                   'hallucination. Nevertheless, the usual caveats for applications making use of generative AI apply.'
                                    ' Click the query examples below to see some possible outputs from the model.',
                        article='**Disclaimer**: This app is for demonstration purposes only, and no assurance of uninterrupted'
                        ' functionality can be given at this time. Answers may take some'
@@ -89,9 +89,9 @@ if __name__ == '__main__':
                                'during periods of heavy usage. There is still significant work planned ahead. Please be patient :)',
                        analytics_enabled=True,
                        allow_flagging="manual",
-                       flagging_options=["error", "ambiguous", "not useful"],
+                       flagging_options=["error", "ambiguous", "not true"],
                        outputs=gr.Textbox(lines=1, label='Answer'),
-                       title='Search the FED minutes',
+                       title='Search the FED minutes archive',
                        examples=FedMinutesSearch,
                        cache_examples=False
                        )