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AI Cost Optimization: How to Reduce LLM, Vector DB, and Cloud Costs in Production AI Systems
February 16, 202664 min read
AI cost optimization LLM cost reduction vector database optimization RAG cost engineering GPU cost management semantic caching model routing token optimization production AI systems cloud cost engineering embedding optimization vector quantization AI infrastructure MLOps retrieval augmented generation prompt engineering inference optimization AI scaling strategy cost observability distributed AI systems
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Satyam
AI & Cloud Architect. Helping teams build systems that scale to millions.