feat: changed doc_file to docx and update readme (#157)

embedchain/embedchain.py

@@ -13,13 +13,13 @@ from embedchain.loaders.pdf_file import PdfFileLoader
 from embedchain.loaders.web_page import WebPageLoader
 from embedchain.loaders.local_qna_pair import LocalQnaPairLoader
 from embedchain.loaders.local_text import LocalTextLoader
-from embedchain.loaders.doc_file import DocFileLoader
+from embedchain.loaders.docx_file import DocxFileLoader
 from embedchain.chunkers.youtube_video import YoutubeVideoChunker
 from embedchain.chunkers.pdf_file import PdfFileChunker
 from embedchain.chunkers.web_page import WebPageChunker
 from embedchain.chunkers.qna_pair import QnaPairChunker
 from embedchain.chunkers.text import TextChunker
-from embedchain.chunkers.doc_file import DocFileChunker
+from embedchain.chunkers.docx_file import DocxFileChunker
 from embedchain.vectordb.chroma_db import ChromaDB
 
 
@@ -61,6 +61,7 @@ class EmbedChain:
             'web_page': WebPageLoader(),
             'qna_pair': LocalQnaPairLoader(),
             'text': LocalTextLoader(),
+            'docx': DocxFileLoader(),
         }
         if data_type in loaders:
             return loaders[data_type]
@@ -81,6 +82,7 @@ class EmbedChain:
             'web_page': WebPageChunker(),
             'qna_pair': QnaPairChunker(),
             'text': TextChunker(),
+            'docx': DocxFileChunker(),
         }
         if data_type in chunkers:
             return chunkers[data_type]