Securing Conversations With LLMs

Large language models (LLMs) don’t need an introduction anymore. Just as “Did you Google it?” was the question 10 years ago, now it’s “Did you ask ChatGPT?” As organizations increasingly adopt LLMs, the number of people interacting with them, directly...

March 14, 2025

Multimodal RAG Is Not Scary, Ghosts Are Scary

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Multimodal RAG Is Not Scary, Ghosts Are Scary

I just gave a talk at All Things Open and it is hard to believe that Retrieval Augmented Generation (RAG) now seems like it has been a technique that we have been doing for years. There is a good reason...

October 31, 2024

Foundations of LLMs: Tokenization and Embeddings – DZone

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Foundations of LLMs: Tokenization and Embeddings – DZone

Have you ever wondered how various Gen AI tools like ChatGPT or Bard efficiently answer all our complicated questions? What goes behind the scenes to process our question and generate a human-like response with the size of data in magnitudes?...

October 25, 2024

How to Use Retrieval-Augmented Generation Locally – DZone

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How to Use Retrieval-Augmented Generation Locally – DZone

In this blog post, we’ll explore how to use Retrieval-Augmented Generation (RAG) for building more effective and engaging conversational AI applications. We’ll cover the basics of RAG, its benefits, and provide step-by-step instructions on how to develop your own RAG...

October 23, 2024

Chain of Thought Prompting for LLMs – DZone

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Chain of Thought Prompting for LLMs – DZone

The advent of ChatGPT and Large Language Models has already affected education. With mixed results and a spectrum of ethical acceptability, students can use chat-tuned LLMs to plan, as a starting point for research, to edit and suggest stylistic or...

October 12, 2024

The Disruptive Potential of On-Device LLMs – DZone

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The Disruptive Potential of On-Device LLMs – DZone

Imagine a world where your smartphone can understand and respond to your needs instantly, without ever needing to connect to the internet or share your information with any person or company. We are on the cusp of such a groundbreaking...

October 7, 2024

Supercharge Your Search With GenAI – DZone

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Supercharge Your Search With GenAI – DZone

In specialized fields like law, medicine, or even fashion, search engines are critical tools that professionals use to find accurate, relevant information quickly. However, traditional search engines often struggle to interpret complex, domain-specific queries. That’s where Generative AI (GenAI) can...

October 3, 2024

Real-Time AI Voice Agents With Ultra-Low Latency – DZone

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Real-Time AI Voice Agents With Ultra-Low Latency – DZone

Voice mode has quickly become a flagship feature of conversational AI, putting users at ease and allowing them to interact in the most natural way — through speech. OpenAI has continually blazed trails with the introduction of real-time AI voice...

September 24, 2024

Parent Document Retrieval: Useful Technique in RAG – DZone

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Parent Document Retrieval: Useful Technique in RAG – DZone

What Is Parent Document Retrieval (PDR)? Parent Document Retrieval is a method implemented in state-of-the-art RAG models meant to recover full parent documents from which relevant child passages or snippets can be extracted. It provides context enrichment and is passed...

August 23, 2024

Task-Specific Large Language Models Using Distillation – DZone

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Task-Specific Large Language Models Using Distillation – DZone

Large Language Models Large language models (LLMs) represent a significant advancement in Artificial Intelligence, particularly in the field of Natural Language Processing. These models are designed to understand, generate, and interact with natural language in a way that closely mimics...

July 22, 2024

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