7 min read
Embedding Cost Optimization: Cut Vector Costs Without Cutting Recall
How to cut embedding costs: model choice, dimension reduction, caching, and batching — with real numbers for corpus and query spend.
LayerFlow Blog
Budget caps, model routing, and cost control.
Practical guides on hard budget caps, per-project attribution, BYOK gateways, and routing models on price instead of guesswork.
6 min read
Embedding Models Compared: Picking the Right Vectorizer
Embedding models compared: OpenAI, Cohere, open-source options. Dimensions, cost, retrieval quality, and how to choose for your RAG pipeline.