Small Language Agents for Modern Workflows: Deploy and Optimize On-Device NLP Models for Interactive and Multi-Agent Systems

By Aaron Blake

Take your AI projects to the next level with Small Language Agents for Modern Workflows. Aaron Blake shows you how to build interactive, multi-agent systems powered by small, on-device NLP models-fast, efficient, and secure.
Learn how to: Design Agentic Pipelines: Tool-routing, multi-agent orchestration, and conversational loopsDeploy Cross-Platform: ONNX, TensorRT, TFLite, Core ML, and edge devicesOptimize Performance: Quantization, caching, batching, and latency reductionMonitor & Scale: Lightweight Prometheus metrics, structured logging, and Kubernetes autoscalingSecure & Private AI: Run fully private agents without cloud dependenciesPacked with hands-on tutorials, project walkthroughs, and production-ready scripts, this book equips developers to build powerful agentic AI workflows that run anywhere-from laptops to mobile devices to embedded systems.
Ideal for ML engineers, AI developers, and tech-savvy innovators who want to deploy smart, responsive AI agents on the edge.

• Format: Paperback
• Language: English
• ISBN: B0G2MQZNDD
• ISBN13: 9798274885690
• Release Date: November 2025
• Publisher: Independently Published
• Length: 152 Pages
• Weight: 0.61 lbs.
• Dimensions: 0.3" x 7.0" x 10.0"