Rag
Articles Tagged rag:
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You’re Not Training AI. You’re Only Wrapping It
Marketers keep being told they can train an AI assistant on the brand. They paste a style guide into a chatbot, upload PDFs, wire a knowledge base, and ship something labeled custom. The answers get better. But they're still never…
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Rant: Your “AI Slop” Comment Just Insulted Everyone At The Company
Let's walk through how the sausage actually gets made, because I don't think the people signing the invoices have ever visited the factory floor. Year one. Your data team stands up a data lake. They spend eleven months arguing about…
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How I Built a RAG Assistant for Martech Zone With Cloudflare Workers, Vectorize, and GPT-OSS-120b, for a Multilingual Chatbot
Update: After some testing, I've swapped Llama 3.3 70B for gpt-oss-120b and I'm getting some better results. For years, I've watched AI chat interfaces land on sites with mixed results. Most are either a thin wrapper around a generic LLM…
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The Algorithmic Trust Flywheel: Why Earned Media is the Key to Unlock AEO
Business marketing technology used to operate on a simple, functional assumption: if you build enough content and invest enough into paid lead-generating advertising, you can control your brand’s discoverability. The traditional marketing funnel functioned like an open doorway. If you…
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The Five Pillars of Omnichannel Marketing in an AI Visibility Age
The acronym changes every few months. SEO became GEO became AEO became LLMO. The vendors selling courses and audits change with it. What rarely changes is the shallowness of the underlying conversation. Much of the generative engine optimization advice circulating…
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The Wisdom of Crowds Was Always a Myth. Now We’ve Trained AI On It.
Almost half the population has below average intelligence. AI is trained on both halves. Douglas Karr It sounds sarcastic. It's also true. And unfortunately, that's exactly the corpus AI was trained on — the conspiracies alongside the news, the hoaxes…
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Uniphore: Secure Your Data with the Ultimate Business AI Cloud
Modern enterprises are facing a widening gap between the potential of artificial intelligence and its practical application. While consumer-grade AI offers impressive simplicity and personalization, it often lacks the rigorous security, scalability, and data sovereignty required for high-stakes business environments.…
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The Evolution of Corporate Blogging: From Content Marketing to AI-Enabled Knowledge Systems
If you're a long-time follower, you know that I wrote Corporate Blogging for Dummies back in 2010. And you’ve likely noticed the effort I’ve been putting into our corporate publication to improve the quality of our content and user experience…
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Why Agentic RAG Might Be the Next Big Thing
Research teams in 2026 are drowning in sources: papers, preprints, internal docs, vendor updates, and real-time signals. The bottleneck isn’t finding information—it’s turning it into a defensible answer fast: traceable citations, cross-source consistency, and conclusions that survive review. Traditional RAG…
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Avoiding Marketing Automation Pitfalls: Preparing for AI-Driven Model Connection Platforms
Marketing automation is undergoing a seismic shift. What once relied on static workflows and rule-based triggers is now being reimagined through the lens of AI —specifically, with agentic AI , predictive modeling, and generative content engines ( GenAI ) becoming…
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CustomGPT: Replace Your Static Knowledge Base with Conversational AI in Minutes
Creating and maintaining a knowledge base ( KB ) has always been more challenging than it should be. Traditional KBs required specialized software, cross-departmental coordination, and ongoing maintenance, often resulting in outdated documentation, poor search experiences, and missed opportunities for…
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The Strategic Benefits of Content Marketing Across the Funnel
Content marketing has evolved from a niche tactic into a strategic pillar of modern marketing. For both B2B and B2C businesses, content has become indispensable—not only for attracting and educating prospects, but also for nurturing leads, converting buyers, and retaining…
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