proagenticworkflows.ai

proagenticworkflows.ai

AI Agentic Workflows: Transforming Industries with LLMs and Generative AI

AI Agentic Workflows: Transforming Industries with LLMs and Generative AI

Discover how AI agentic workflows powered by LLMs and Generative AI are revolutionizing industries. Explore 16 transformative use cases showcasing the future of automation, personalization, and innovation in business.

Advancing LLM Agents: Reinforcement Learning, Decision-Making, and Multimodal Intelligence

Advancing LLM Agents: Reinforcement Learning, Decision-Making, and Multimodal Intelligence

Explore how reinforcement learning, advanced decision-making, and multimodal models are propelling LLM agents forward. Learn about data synthesis techniques for training LLMs to enhance agent-model orchestration.

Mastering Production-Ready AI with NVIDIA NIM-Based Agents

Mastering Production-Ready AI with NVIDIA NIM-Based Agents

Explore how NVIDIA's NIM-based agents are transforming production-ready AI deployment by leveraging technologies like Multi-Modal RAG pipelines, function calling, and parameter-efficient fine-tuning.

Monitoring the Context Window in LLM Applications

Monitoring the Context Window in LLM Applications

A 2025 guide to measuring, managing, and gating LLM context usage—tokens, occupancy, truncation, and drift. Practical patterns: slot-based memory, RAG, summaries, hard caps, and provider-aware telemetry.

Harnessing Semantic Routing for LLM Agents in AI Agentic Workflows

Harnessing Semantic Routing for LLM Agents in AI Agentic Workflows

A production guide to semantic routing for LLM agents—architecture, thresholds, abstain logic, evaluation, and copy-ready implementation patterns that cut cost/latency without hurting success.

Embracing the Agentic Future: How AI Agents Will Transform Our World

Embracing the Agentic Future: How AI Agents Will Transform Our World

Discover how AI agents are revolutionizing technology by automating tasks and solving complex problems. Explore the agentic future and its profound impact on industries and daily life.

Harnessing LLMs for Leading Questions and Suggestive Prompts in E-Commerce Applications

Harnessing LLMs for Leading Questions and Suggestive Prompts in E-Commerce Applications

A production guide to using LLMs for suggestive prompts in e-commerce—grounded prompts, tone controls, policy guardrails, evidence-aware RAG, and measurement that balances lift with trust.

Deepening Our Understanding of AI Agentic Workflows: The Evolution of Magentic-One and AutoGen 0.4

Deepening Our Understanding of AI Agentic Workflows: The Evolution of Magentic-One and AutoGen 0.4

How Magentic-One’s multi-agent patterns evolved into AutoGen 0.4’s actor-model stack—covering architecture, event contracts, observability, and a pragmatic migration plan.

Best Choices for Streaming Responses in LLM Applications: A Front-End Perspective

Best Choices for Streaming Responses in LLM Applications: A Front-End Perspective

A practical front-end guide to streaming LLM responses—SSE vs WebSockets vs fetch streaming, event protocols, interruptibility, UX patterns, and production SLOs.

Choosing the Best Vector Store & Hybrid Search for GenAI Agent Workflows in E-commerce

Choosing the Best Vector Store & Hybrid Search for GenAI Agent Workflows in E-commerce

A practitioner’s guide to choosing and operating hybrid search for GenAI agents in e-commerce—BM25 + ANN + reranking + rules—with concrete decision criteria, metrics, and a 30/60/90 rollout.

Revolutionizing Contact Centers with LLM Agents: A Practical Guide

Revolutionizing Contact Centers with LLM Agents: A Practical Guide

A practitioner’s blueprint to deploy LLM agents in contact centers—architecture, safety, RAG, metrics, and a 30/60/90 rollout that drives automation and lowers cost per contact.