Lets make the frontpage in markdown too

app/services/metadata_processor.py

@@ -3,6 +3,8 @@ import markdown
 import json
 from typing import List, Dict
 
+from fastapi import FastAPI
+
 
 class MetadataProcessor:
     """
@@ -10,7 +12,7 @@ class MetadataProcessor:
     and generate a structured JSON file.
     """
 
-    def __init__(self, input_dir: str, output_file: str):
+    def __init__(self, input_dir: str, output_file: str,app:FastAPI=None):
         """
         Initialize the MetadataProcessor.