Update main.py

backend/apps/rag/main.py

@@ -9,6 +9,7 @@ from fastapi import (
 )
 from fastapi.middleware.cors import CORSMiddleware
 import os, shutil, logging, re
+from datetime import datetime
 
 from pathlib import Path
 from typing import List, Union, Sequence
@@ -30,6 +31,7 @@ from langchain_community.document_loaders import (
     UnstructuredExcelLoader,
     UnstructuredPowerPointLoader,
     YoutubeLoader,
+    OutlookMessageLoader,
 )
 from langchain.text_splitter import RecursiveCharacterTextSplitter
 
@@ -879,6 +881,13 @@ def store_docs_in_vector_db(docs, collection_name, overwrite: bool = False) -> b
     texts = [doc.page_content for doc in docs]
     metadatas = [doc.metadata for doc in docs]
 
+    # ChromaDB does not like datetime formats
+    # for meta-data so convert them to string.
+    for metadata in metadatas:
+        for key, value in metadata.items():
+            if isinstance(value, datetime):
+                metadata[key] = str(value)
+
     try:
         if overwrite:
             for collection in CHROMA_CLIENT.list_collections():
@@ -965,6 +974,7 @@ def get_loader(filename: str, file_content_type: str, file_path: str):
         "swift",
         "vue",
         "svelte",
+        "msg"
     ]
 
     if file_ext == "pdf":
@@ -999,6 +1009,8 @@ def get_loader(filename: str, file_content_type: str, file_path: str):
         "application/vnd.openxmlformats-officedocument.presentationml.presentation",
     ] or file_ext in ["ppt", "pptx"]:
         loader = UnstructuredPowerPointLoader(file_path)
+    elif file_ext == "msg":
+        loader = OutlookMessageLoader(file_path)
     elif file_ext in known_source_ext or (
         file_content_type and file_content_type.find("text/") >= 0
     ):