natural language processing

RAG with Hybrid Search: How Does Keyword Search Work?

, I’ve talked quite a bit about Reterival Augmented Generation (RAG). Specifically, I’ve covered the fundamentals of the RAG methodology, in addition to a bunch of relevant concepts, like chunking, embeddings, reranking, and retrieval...

Evaluating Multi-Step LLM-Generated Content: Why Customer Journeys Require Structural Metrics

generate customer journeys that appear smooth and fascinating, but evaluating whether these journeys are structurally sound stays difficult for current methods. This text introduces Continuity, Deepening, and Progression (CDP) — three deterministic, content-structure-based metrics for evaluating...

GliNER2: Extracting Structured Information from Text

, we had SpaCy, which was the de facto NLP library for each beginners and advanced users. It made it easy to dip your toes into NLP, even in the event you weren’t a...

LLM-as-a-Judge: What It Is, Why It Works, and The way to Use It to Evaluate AI Models

concerning the idea of using AI to judge AI, also often called “LLM-as-a-Judge,” my response was: We live in a world where even toilet paper is marketed as “AI-powered.” I assumed this was just...

Artificial intelligence enhances air mobility planning

Day by day, lots of of chat messages flow between pilots, crew,...

Study reveals AI chatbots can detect race, but racial bias reduces response empathy

With the quilt of anonymity and the corporate of strangers, the appeal...

Recent Research Finds Sixteen Major Problems With RAG Systems, Including Perplexity

A recent study from the US has found that the real-world performance of popular Retrieval Augmented Generation (RAG) research systems corresponding to Perplexity and Bing Copilot falls far wanting each the marketing hype and...

Flux by Black Forest Labs: The Next Leap in Text-to-Image Models. Is it higher than Midjourney?

Black Forest Labs, the team behind the groundbreaking Stable Diffusion model, has released Flux – a set of state-of-the-art models that promise to redefine the capabilities of AI-generated imagery. But does Flux truly represent...

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