diff --git a/project/backend/spacy-service/.gitignore b/project/backend/spacy-service/.gitignore
new file mode 100644
index 0000000..30fa19b
--- /dev/null
+++ b/project/backend/spacy-service/.gitignore
@@ -0,0 +1,19 @@
+# Node modules (React/JavaScript)
+node_modules/
+
+# Build output (React)
+dist/
+
+# Python cache
+__pycache__/
+*.pyc
+
+# Environment files
+.env
+
+# Logs
+*.log
+
+# Mac/Windows system files
+.DS_Store
+Thumbs.db
\ No newline at end of file
diff --git a/project/backend/spacy-service/spacy_training/__pycache__/training_data.cpython-312.pyc b/project/backend/spacy-service/spacy_training/__pycache__/training_data.cpython-312.pyc
deleted file mode 100644
index f9e8b9b..0000000
Binary files a/project/backend/spacy-service/spacy_training/__pycache__/training_data.cpython-312.pyc and /dev/null differ