Updated Dockefile to use cache (#2703)

### What problem does this PR solve?

Updated Dockefile to use cache

### Type of change

- [ ] Bug Fix (non-breaking change which fixes an issue)
- [ ] New Feature (non-breaking change which adds functionality)
- [ ] Documentation Update
- [ ] Refactoring
- [ ] Performance Improvement
- [x] Other (please describe): CI

download_deps.py

@@ -1,6 +1,7 @@
 #!/usr/bin/env python3
 
 from huggingface_hub import snapshot_download
+import nltk
 import os
 
 repos = [
@@ -12,13 +13,17 @@ repos = [
     "maidalun1020/bce-reranker-base_v1",
 ]
 
-
 def download_model(repo_id):
-    local_dir = os.path.join("huggingface.co", repo_id)
+    local_dir = os.path.abspath(os.path.join("huggingface.co", repo_id))
     os.makedirs(local_dir, exist_ok=True)
     snapshot_download(repo_id=repo_id, local_dir=local_dir)
 
 
 if __name__ == "__main__":
+    local_dir = os.path.abspath('nltk_data')
+    for data in ['wordnet', 'punkt', 'wordnet']:
+        print(f"Downloading nltk {data}...")
+        nltk.download(data, download_dir=local_dir)
     for repo_id in repos:
+        print(f"Downloading huggingface repo {repo_id}...")
         download_model(repo_id)