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92cf271 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 | """Verify ChromaDB RAG is populated and queryable."""
import os
import sys
CHROMA_PATH = os.getenv("CHROMA_PERSIST_DIR", "./data/chroma_db")
COLLECTION_NAME = os.getenv("CHROMA_COLLECTION_NAME", "safevixai_rag")
def verify_rag():
try:
import chromadb
except ImportError:
print("FAIL: chromadb not installed")
sys.exit(1)
client = chromadb.PersistentClient(path=CHROMA_PATH)
try:
col = client.get_collection(COLLECTION_NAME)
except Exception as e:
print(f"FAIL: Collection '{COLLECTION_NAME}' not found: {e}")
sys.exit(1)
count = col.count()
print(f"Documents in ChromaDB: {count}")
if count == 0:
print("FAIL: ChromaDB is empty")
sys.exit(1)
results = col.query(query_texts=["road accident first aid"], n_results=1)
if results.get("documents") and results["documents"][0]:
doc = results["documents"][0][0]
dist = results["distances"][0][0] if results.get("distances") else "N/A"
print(f"Sample document: {doc[:100]}...")
print(f"Distance: {dist}")
else:
print("WARNING: Query returned no results")
print(f"PASS: RAG is healthy ({count} documents)")
return True
if __name__ == "__main__":
verify_rag()
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