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Upload & Storage

How can I upload a large dataset quickly?

To upload large datasets efficiently, write a script that upserts documents in batches of 100.

What is the maximum size or number of documents I can index?

You can index an unlimited number of documents, though the entire database is capped at 50GB. Each document can contain up to 1,500 characters.

How is storage calculated and charged?

We charge based on the number of documents you store, not the storage size they take up.

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Search & Indexing

Do you support full-text search?

Yes, we support full-text search through special embedding models called sparse indexes that simulate full-text search capabilities within the vector space.

What is the maximum number of search indexes I can create?

You can create up to 10,000 indexes per database.

How do I remove specific fields from an indexed document?

You can simply upsert the same document without the unwanted fields. When you remove or rewrite records, their associated indexes are automatically removed if they are empty.

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Billing

If I upload documents but don’t perform searches, will I still be charged?

Yes, you’ll be charged for the number of documents you store, regardless of whether you perform searches on them.

How are searches and document updates counted for billing?

Both searches and document updates are counted as requests and charged at the same rate as document creation.

If a single query returns multiple documents, how is that counted for billing?

A query that returns multiple documents counts as a single request. If you enable reranking, you’ll be charged based on the number of documents reranked, with pricing per 100-document units. For example, reranking 99 documents costs 1 unit, while reranking 101 documents costs 2 units.