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Generative AI & LLMs

How to Reduce AI API Costs

Practical ways to reduce LLM API costs without materially hurting output quality.

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Ajay Prajapat

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Ajay Prajapat

AI Educator · Engineer · innovatewithajay.com

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TechlyUpGENERATIVE AI & LLMSHow to Reduce AIAPI CostsFREE WEBINAR TOPIC · VOTE

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What this session would cover

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  1. 1Understanding where your costs come from: input tokens, output tokens and calls
  2. 2Shortening prompts and context without losing quality
  3. 3Caching repeated requests and responses
  4. 4Using smaller models for simpler steps
  5. 5Batching and limiting unnecessary calls
  6. 6Monitoring usage and setting budgets

Who it's for

  • • Developers running AI features
  • • Teams concerned about growing AI bills

You'd leave with

  • A cost audit approach
  • Concrete cost-reduction techniques
  • A monitoring setup plan