Vector DB Cost Optimization
Cut your Pinecone, Weaviate, or Qdrant bill. OhChimp finds empty indexes, oversized dimensions, and over-replicated collections, then verifies the savings.
How does OhChimp connect to my vector database?
OhChimp connects with an API key for Pinecone, or a URL plus API key for Weaviate and Qdrant. It lists your indexes and collections and reads their stats, then closes the connection. It never stores your embeddings, application data, secrets, or workload contents.
Does OhChimp need write access or see my vectors?
No. The tools read index metadata and stats only: vector and point counts, dimensions, replica and shard configuration, and optimizer status. They never read the contents of your vectors, and they never store application data or secrets.
What Vector DB costs can OhChimp actually reduce?
The main ones are empty indexes that still bill for hosting, embedding dimensions above 1536 that inflate storage and query cost, and over-replicated or over-sharded indexes. It also estimates total storage and inventories every index so unused ones stop hiding on the bill.
Who applies the changes, and can they be rolled back?
You do. Each fix is a reviewable plan with a confidence score, a risk level, and rollback steps. Nothing changes until you click apply, and OhChimp applies the matching code and infrastructure changes together. You are always the one who clicks.
How are the savings verified, and what does it cost?
Savings are checked against your real Vector DB bill. A plan is marked VERIFIED only after 7 or more days, a drop of at least 10 percent, and 3 consecutive positive checks. Otherwise it stays flagged not implemented. Pricing is a flat monthly fee with no cut of your savings, and paid plans come with a year-one ROI guarantee: a full refund of subscription fees if it does not pay for itself in the first 12 months.