diff --git a/summarize_transcripts.py b/summarize_transcripts.py
new file mode 100755
index 0000000..31cdf0a
--- /dev/null
+++ b/summarize_transcripts.py
@@ -0,0 +1,46 @@
+#!/usr/bin/env python3
+
+import os
+import sys
+from pathlib import Path
+
+def read_transcript(transcript_file: Path) -> str:
+    """Read the content of a transcript file."""
+    with open(transcript_file, 'r', encoding='utf-8') as f:
+        return f.read()
+
+def process_transcript(transcript_text: str) -> str:
+    """Process a transcript using LLaMA to generate a summary."""
+    # TODO: Implement LLaMA processing
+    pass
+
+def save_summary(summary: str, output_file: Path) -> None:
+    """Save the summary to a file."""
+    with open(output_file, 'w', encoding='utf-8') as f:
+        f.write(summary)
+
+def main():
+    transcript_dir = Path("VoiceMemos/transcripts")
+    summary_dir = Path("VoiceMemos/summaries")
+    
+    # Create summaries directory if it doesn't exist
+    summary_dir.mkdir(parents=True, exist_ok=True)
+    
+    # Process all transcript files
+    for transcript_file in transcript_dir.glob("*.txt"):
+        print(f"Processing {transcript_file.name}...")
+        
+        # Read transcript
+        transcript_text = read_transcript(transcript_file)
+        
+        # Generate summary
+        summary = process_transcript(transcript_text)
+        
+        # Save summary
+        summary_file = summary_dir / f"{transcript_file.stem}_summary.txt"
+        save_summary(summary, summary_file)
+        
+        print(f"Summary saved to {summary_file}")
+
+if __name__ == "__main__":
+    main() 
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