import sys
import os
import json
# Add parent directory (src/) to path so 'pipeline' is findable
sys.path.insert(0, os.path.join(os.path.dirname(__file__), '..'))

from pipeline.defect_rag import get_rag

rag = get_rag()
all_data = rag.collection.get()

print("Found IDs in ChromaDB:")
for doc_id in all_data['ids']:
    print(" -", doc_id)

results = rag.collection.get(ids=["my_vcsel_captures_bubble_001"])  # or any ID you know exists
print(results['metadatas'][0])
print("---")
print(json.loads(results['metadatas'][0]['paths']))