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Does this require to have any subscriptions to any LLM APIs? Thanks

thanks! Ontocast currently supports openai (subscription) and ollama (self-hosted) APIs.

At current openai pricing for GPT-4.1 mini $0.4/1M tokens we expect the cost of processing of 100 pages of text to be in the range of $0.02-0.08

NB: small models (< 14b) available on ollama struggle with structured output in our experience.

Thanks. Good luck!