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#rag

12 episodes

#846: Beyond the Vector: Building Long-Standing AI Memory

Stop relying on basic vector search. Discover how Graph RAG and RAPTOR are creating AI systems with true long-standing memory.

ragarchitectureknowledge-graphs

#810: The Agentic Interview: How AI Learns to Know You

Stop dumping data. Discover how agentic interviews are transforming AI from a passive listener into a proactive, structured partner.

ai-agentsragknowledge-graphs

#809: Beyond the Prompt: The Shift to AI Context Engineering

Is prompt engineering still magic, or just plumbing? Explore why the field is shifting toward context engineering and systematic evaluation.

prompt-engineeringarchitecturerag

#755: Inside the Engine: Scaling an Automated AI Podcast

Peek under the hood of My Weird Prompts to see how Gemini, Modal, and multi-agent systems are scaling this automated show to the next level.

ai-agentsarchitecturerag

#752: Beyond the Blue Link: The Rise of the Answer Engine

Stop shouting nouns at a screen. Discover how AI is turning the "ten blue links" into a conversational assistant that understands your intent.

raglarge-language-modelsrag

#665: Inside the Stack: The Hidden Layers of Every AI Prompt

Ever wonder what happens after you hit enter? Discover the hidden "stack" of instructions and memories shaping every AI response.

prompt-engineeringragarchitecture

#539: The AI Pipeline: Scaling Curiosity and Community

Herman and Corn discuss turning 500+ episodes into an interactive knowledge base while scaling human-AI collaboration to new heights.

ragai-agentsarchitecture

#171: The Rise of AIO: Optimizing Your Website for AI Bots

Stop fighting the crawlers and start feeding them. Learn how llms.txt and structured metadata are defining the new era of AI Optimization.

aioai-optimizationllmstxtseositemaps

#144: AI Memory vs. RAG: Building Long-Term Intelligence

Explore why AI needs a "diary" and not just a "library" as we dive into the architectural differences between RAG and long-term agentic memory.

ai-memoryragretrieval-augmented-generationvector-databaselong-term-memory

#117: From Keywords to Vectors: How AI Decodes Meaning

Why can AI write poetry but struggle to find a file? Explore the history and math of semantic understanding with Herman and Corn.

large-language-modelsrag

#85: Why AI Lies: The Science of Digital Hallucinations

Why do smart AI systems make up fake facts? Corn and Herman explore the "feature" of digital hallucinations and how to spot them.

large-language-modelsragsupply-chain-security

#30: RAG vs. Memory: Architecting AI's Essential Toolbox

RAG vs. Memory: Are you building resilient AI? Discover the crucial difference between these two foundational pillars.

ai-agentsragai-memory