Tag: rag
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Search, Recommendations & AI Tutoring in an LMS: Hybrid Search, Cold-Start & RAG (Part 6)
Discovery makes or breaks an LMS: build first-class catalog search (keyword + semantic + hybrid), recommendations that survive the cold-start problem, zero-downtime…
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Why Your AI Demo Dies in Production — and the Engineering Playbook That Keeps It Alive (2026)
95% of GenAI pilots never reach production. A code-first playbook of the 12 engineering patterns — evals, RAG, guardrails, observability, cost, orchestration,…
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Run the RFP Evaluator on Azure OpenAI (Part 3)
Part 3: switch the LLM-agnostic RFP evaluator to Azure OpenAI — create the resource, deploy GPT-4o and embeddings, configure auth, and fix…
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Run the RFP Evaluator on Google Vertex AI (Part 4)
Part 4: point the LLM-agnostic RFP evaluator at Google Vertex AI and Gemini — project setup, ADC authentication, IAM, running in Docker,…
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Evaluate Vendor Proposals Against an RFP with LangGraph (Part 1: Product & System Design)
Part 1 of a 5-part series: an LLM-agnostic system that scores vendor proposals against an RFP with LangChain and LangGraph — product,…
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Build an AI Customer Support Agent with Claude (RAG + Tools)
Series AI in Production: 30 Real-World Use Cases with Claude Part 13 of 30 · View the full series TL;DR An ai…