Cobus Greyling on LLMs, NLU, NLP, chatbots & voicebots
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AI Agents
AI Agents, also referred to as Agentic Applications or Agents, represent a significant leap in AI Development by enabling autonomous decision-making…
Sep 6
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AI Agents
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AI Web Agents
AI Web Agents are a type of Agentic Application capable of autonomously exploring the web to accomplish specific tasks.
Sep 5
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AI Web Agents
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Small Language Models Supporting Large Language Models
Balancing Latency, Interpretability, and Consistency in Hallucination Detection for Conversational AI
Sep 4
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Small Language Models Supporting Large Language Models
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The History & Future of Prompt Engineering
A recently published research paper on arXiv was entirely authored by ChatGPT 3.5 Turbo and ChatGPT.
Sep 3
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The History & Future of Prompt Engineering
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Simplifying LLM Optimisation
How a Structured Framework Enhances Understanding and Decision-Making in Language Models and Conversational AI
Sep 2
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Simplifying LLM Optimisation
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August 2024
Agentic Discovery
Web-Navigating AI Agents: Redefining Online Interactions and Shaping the Future of Autonomous Exploration.
Aug 30
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Agentic Discovery
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Seeding GPT-4o-mini Using Fine-Tuning
In a previous post I looked at the ease with which the new Small Language Model from OpenAI can be fine-tuned.
Aug 29
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Seeding GPT-4o-mini Using Fine-Tuning
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Dialog Flow Generation To Constrain LLM-Based Chatbots
This paper presents an unsupervised method for automatically generating domain-specific dialog flows to guide and constrain LLM-based chatbots.
Aug 28
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Dialog Flow Generation To Constrain LLM-Based Chatbots
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AppAgent v2 With Advanced Agent for Flexible Mobile Interactions
AI agents capable of navigating screens within the context of an operating system, particularly in web browsers and mobile iOS environments.
Aug 26
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AppAgent v2 With Advanced Agent for Flexible Mobile Interactions
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Multi-Modal Agentic Applications
Known by various names — AI Agents, Agents, Agentic Applications, and more. In this article, I provide a brief overview of what an AI Agent is and…
Aug 23
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Multi-Modal Agentic Applications
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Flows Are So Back
Also known as graph data, defined by nodes and edges, this concept is becoming increasingly relevant in the context of Agentic Applications, also…
Aug 22
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Flows Are So Back
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Fine-Tuning OpenAI GPT-4o mini
Fine-tuning for the GPT-4o mini became available yesterday, so I decided to fine-tune OpenAI’s small language model to explore what I could learn…
Aug 21
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Fine-Tuning OpenAI GPT-4o mini
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