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Topic 4 Posts

RAG

Harnessing Semantic Routing for LLM Agents in AI Agentic Workflows

By Piyush in Semantic Routing 07 Oct 2024

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.…

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

By Piyush in LLMs 05 Oct 2024

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.…

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

By Piyush in Vector Databases 02 Oct 2024

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

By Piyush in LLM Agents 30 Sep 2024

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.…

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Topics

Agentic AI: 14 AI Agentic Workflows: 8 AI agents: 7 RAG: 4 observability: 4 LLM Agents: 3 evaluation: 3 Generative AI: 3 orchestration: 3 AI Workflows: 2
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