Update auditqa/doc_process.py

auditqa/doc_process.py

@@ -27,11 +27,11 @@ def process_pdf():
     # text splitter based on the tokenizer of a model of your choosing
     # to make texts fit exactly a transformer's context window size
     # langchain text splitters: https://python.langchain.com/docs/modules/data_connection/document_transformers/
-    chunk_size = 256
+    chunk_size = 512
     text_splitter = RecursiveCharacterTextSplitter.from_huggingface_tokenizer(
             AutoTokenizer.from_pretrained("BAAI/bge-small-en-v1.5"),
             chunk_size=chunk_size,
-            chunk_overlap=int(chunk_size / 10),
+            chunk_overlap=10,
             add_start_index=True,
             strip_whitespace=True,
             separators=["\n\n", "\n"],