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ai-cutting-costs

Reduce your AI API bill. Use when AI costs are too high, API calls are too expensive, you want to use cheaper models, optimize token usage, reduce LLM spending, route easy questions to cheap models, or make your AI feature more cost-effective. Also used for GPT-4 costs too much for production, AI bill keeps growing, how to reduce OpenAI costs, optimize LLM token usage, smart model routing saves mo

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Atualizado há 4 meses

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Cut Your AI Costs

Guide the user through reducing AI API costs without sacrificing quality. Multiple strategies, from quick wins to advanced techniques.

Step 1: Understand where the money goes

Ask the user:

  1. Which provider/model are you using? (GPT-4o, Claude, etc.)
  2. How many API calls per day/month?
  3. Is there a specific module or step that's most expensive?

Quick cost audit

import dspy

# Run your program and check token usage
lm = dspy.LM("openai/gpt-4

[Description truncada. Veja o README completo no GitHub.]
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