Infrastructure for intelligent systems.

Store, filter, and search dense and sparse vectors on regional Amazon S3 storage, with an API built for production workloads.

Create an index

Every file becomes retrieval-ready.

Send contracts, reports, scans, spreadsheets, and knowledge bases into serverless processing built for your unstructured data. Search useful context, update a source when it changes, and remove it when it no longer belongs in the answer.

Read how it works

Used by teams at

Your files become search infrastructure.

Drop a contract, workbook, slide deck, scan, or knowledge base. Talqora processes it serverlessly and makes every useful part ready for dense, sparse, and hybrid retrieval.

Process a file

PDF and scanned documentsOffice and spreadsheetsImages and structured textUsage that follows the work

The cheapest vector storage in the world.

talqora $0$0.075 / GBStorage + queries~$0.10

Pinecone$50$0.33 / GBRead + write units~$16.00

Weaviate$45$0.12 / GiBCluster + usage~$4.00

Turbopuffer$16$0.10 / GBStorage + queries~$0.50

Qdrant$25$0.14 / GBCPU + RAM + disk~$6.50

Cloudflare Vectorize$5$0.13 / GB-eq.Stored + queried dimensions~$15.40

Zilliz Cloud$0$0.10 / GB-eq.Serverless read + write units~$8.00

How we calculated it: published entry prices and usage rates, normalized to a 1,536-dimension workload and 1,000,000 queries. Storage equivalents convert each vendor's native dimensions, units, or resource pricing to a readable GB baseline. Query figures are directional estimates, not quotes.

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