Update app.py

app.py

@@ -153,17 +153,18 @@ def format_result(result):
 
 def generate_with_filters(message, subject_input, rubric, date_beg, date_end):
     if date_beg == "2010-01-01" and date_end == "2025-01-01":
-        rag_chain_with_filters = RunnableParallel(
-             {"context": db3.as_retriever(search_type="mmr", search_kwargs={"k": 15,
+        ret = db3.as_retriever( search_kwargs={"k": 15,
                                                                                        "filter": {'$and': [{'subject': {
                                                                                            '$in': subject_input}}, {
                                                                                            'rubric': {
-                                                                                               '$in': rubric}}]}}),
+                                                                                               '$in': rubric}}]}})
+        rag_chain_with_filters = RunnableParallel(
+             {"context": ret,
                          "question": RunnablePassthrough()}
         ).assign(answer=rag_chain_from_docs)
     else:
         rag_chain_with_filters = RunnableParallel(
-        {"context": db3.as_retriever(search_type="mmr", search_kwargs={"k": 15,
+        {"context": db3.as_retriever( search_kwargs={"k": 15,
                                                                            "filter": {'$and': [{'subject': {
                                                                                '$in': subject_input}}, {
                                                                                                    'rubric': {
@@ -279,6 +280,6 @@ with gr.Blocks(theme=gr.themes.Soft()) as demo :
 
 
 
-    demo.launch(share = False)
+    demo.launch(share = True, debug = True)