Update loader.py

loader.py

@@ -19,6 +19,35 @@ MANUAL_QA_PATH = os.path.join(DATA_DIR, "manual_qa.jsonl")
 GLOSSARY_PATH = os.path.join(DATA_DIR, "glossary.jsonl")
 
 
+def sync_upload_manual_qa() -> None:
+    """
+    Upload the local manual_qa.jsonl back to the Hugging Face Dataset repo.
+    Call this immediately after saving changes in the Teacher Panel.
+    """
+    if not DATASET_REPO_ID or "YOUR_USERNAME" in DATASET_REPO_ID:
+        print("[WARN] DATASET_REPO_ID is not set. Skipping upload.")
+        return
+
+    print(f"[INFO] Uploading {DATASET_FILENAME} to {DATASET_REPO_ID}...")
+    try:
+        from huggingface_hub import HfApi
+        
+        api = HfApi()
+        
+        # This requires the HF_TOKEN environment variable to be set in Spaces
+        # and it must have WRITE permissions.
+        api.upload_file(
+            path_or_fileobj=MANUAL_QA_PATH,
+            path_in_repo=DATASET_FILENAME,
+            repo_id=DATASET_REPO_ID,
+            repo_type="dataset",
+            commit_message="Teacher Panel: Updated Q&A data"
+        )
+        print("[INFO] Upload success!")
+        
+    except Exception as e:
+        print(f"[ERROR] Could not upload manual_qa.jsonl: {e}")
+
 def sync_download_manual_qa() -> None:
     """
     Download the latest manual_qa.jsonl from the Hugging Face Dataset repo