Update auditqa/doc_process.py

auditqa/doc_process.py

@@ -14,7 +14,8 @@ path_to_data = "./data/"
 
 def process_pdf():
     files = {'MWTS2021':'./data/MWTS2021.pdf',
-            'MWTS2022':'./data/MWTS2022.pdf'}
+            'MWTS2022':'./data/MWTS2022.pdf',
+            'Consolidated2021':'./data/Consolidated2021.pdf'}
     docs = {}
     for file,value in files.items():
         try:
@@ -46,7 +47,7 @@ def process_pdf():
   
     
     embeddings = HuggingFaceEmbeddings(
-      model_name="sentence-transformers/all-mpnet-base-v2"
+      model_name="BAAI/bge-small-en-v1.5"
     )
     
     qdrant_collections = {}