vector-index-audit

Find orphan vectors with no metadata in Pinecone or Weaviate. Keep your vector DB clean.

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install
$ pip install "vector-index-audit[pinecone]"

Example output

$ vecaudit pinecone --api-key $KEY --index my-rag-index ORPHANS FOUND — 3 orphan(s) out of 1024 vectors vec-00a3f1 (empty_metadata) vec-00b812 (empty_metadata) vec-00c990 (empty_metadata) $ vecaudit pinecone --api-key $KEY --index clean-index CLEAN — 512 vectors checked, no orphans found.

Exit codes

CodeMeaning
0No orphans — index is clean
1Orphans detected