The Import Tax Is Gone

Pinecone has significantly reduced the cost of importing large datasets for semantic search and evaluation, offering free bulk imports up to 1 TB and reducing the cost beyond that by 75%. Bulk import bypasses the standard write path, enabling a more efficient data transfer directly from object storage into the index builder. This process is demonstrated through a semantic search example using bird species articles, which involves converting raw data into embeddings, writing them as Parquet files in object storage, and then initiating the import. The workflow supports large-scale datasets up to 1 TB or 100 million records, though it is not compatible with indexes that have a schema definition. Full details on pricing, limits, and setup are available in the documentation.

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