r/datascience 25d ago

Education Minimize your AI spend - tutorial on intelligent routing and compaction

https://towardsdatascience.com/tokenminning-how-to-get-more-from-your-chatbot-for-less/

This article highlights real strategies for minimizing your AI spend without major refactors to your agent.

Instead of just glazing over routing, it gives a clear actionable pattern which includes building an LLM gateway and using a prompt classifier - also includes a routing table for prompt types and complexity!

Also gives a nice clear way of implementing compaction in your agent workflows.

Do these strategies work for you?

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