Update get_data.py

get_data.py

@@ -37,11 +37,11 @@ def data_loader(data):
     return loader.load()
 
 def chunk_text(extracted_data):
-    text_spliter = RecursiveCharacterTextSplitter(chunk_size=1000, chunk_overlap=100)
+    text_spliter = RecursiveCharacterTextSplitter(chunk_size=600, chunk_overlap=100)
     text_chunk = text_spliter.split_documents(extracted_data)
     return text_chunk
 
 def download_hugging_face_embeddings():
     # Using HuggingFaceEmbeddings from Langchain to load the model
-    embeddings = HuggingFaceEmbeddings(model_name="sentence-transformers/all-MiniLM-L6-v2")
+    embeddings=HuggingFaceEmbeddings(model_name='sentence-transformers/multi-qa-MiniLM-L6-cos-v1')
     return embeddings