LLMs / NLP Archives

What is Chain-of-Thought (CoT) Prompting?

by Greggory Elias | Aug 29, 2024 | Enterprise AI, LLMs / NLP, Prompt Engineering

Large Language Models (LLMs) demonstrate remarkable capabilities in natural language processing (NLP) and generation. However, when faced with complex reasoning tasks, these models can struggle to produce accurate and reliable results. This is where Chain-of-Thought...

AI Research Paper Summarized: “Chain of Thought(lessness)?” Prompting

by Greggory Elias | Aug 29, 2024 | Generative AI, LLMs / NLP, Prompt Engineering

Chain-of-Thought (CoT) prompting has been hailed as a breakthrough in unlocking the reasoning capabilities of large language models (LLMs). This technique, which involves providing step-by-step reasoning examples to guide LLMs, has garnered significant attention in...

Few-Shot Prompting vs Fine-Tuning LLM for Generative AI Solutions

by Greggory Elias | Aug 19, 2024 | Enterprise AI, Generative AI, LLMs / NLP

The true potential of large language models (LLMs) lies not just in their vast knowledge base, but in their ability to adapt to specific tasks and domains with minimal additional training. This is where the concepts of few-shot prompting and fine-tuning come into...

Top 5 Research Papers on Few-Shot Learning

by Greggory Elias | Aug 19, 2024 | Generative AI, LLMs / NLP, Research / Stats

Few-shot learning has emerged as a crucial area of research in machine learning, aiming to develop algorithms that can learn from limited labeled examples. This capability is essential for many real-world applications where data is scarce, expensive, or time-consuming...

Should Your Enterprise Consider Llama 3.1? – AI&YOU #66

by Greggory Elias | Aug 19, 2024 | Generative AI, LLMs / NLP, Newsletter

Stat of the Week: 72% of surveyed organizations have adopted AI in 2024, a significant jump from around 50% in previous years. (McKinsey) Meta’s recent release of Llama 3.1 has sent ripples through the enterprise world. This latest iteration of the Llama models...

10 Proven Strategies to Cut Your LLM Costs

by Greggory Elias | Aug 4, 2024 | Enterprise AI, Generative AI, LLMs / NLP

As organizations increasingly rely on large language models (LLMs) for various applications, from customer service chatbots to content generation, the challenge of LLM cost management has come to the forefront. The operational costs associated with deploying and...

Meta’s Llama 3.1: Pushing the Boundaries of Open-Source AI

by Greggory Elias | Aug 4, 2024 | Enterprise AI, Generative AI, LLMs / NLP

Meta has recently announced Llama 3.1, its most advanced open-source large language model (LLM) to date. This release marks a significant milestone in the democratization of AI technology, potentially bridging the gap between open-source and proprietary models. Llama...

How Enterprises can Tackle LLM Hallucinations to Safely Integrate AI

by Greggory Elias | Aug 2, 2024 | Enterprise AI, Generative AI, LLMs / NLP

Large language models (LLMs) are transforming enterprise applications, offering unprecedented capabilities in natural language processing and generation. However, before your enterprise jumps on the LLM bandwagon, there’s a critical challenge you need to...

Top 10 Ways to Eliminate LLM Hallucinations

by Greggory Elias | Aug 2, 2024 | Enterprise AI, Generative AI, LLMs / NLP

As large language models (LLMs) continue to disrupt nearly every field and industry, they bring with them a unique challenge: hallucinations. These AI-generated inaccuracies pose a significant risk to the reliability and trustworthiness of LLM outputs. What are LLM...

How AgentOps Helps in Managing LLM Costs

by Greggory Elias | Aug 2, 2024 | Enterprise AI, Generative AI, LLMs / NLP

As AI agents become increasingly prevalent in enterprise solutions, the management of Large Language Model (LLM) costs has emerged as a critical concern for developers and businesses alike. LLMs, while powerful, can be expensive to operate, especially at scale. The...

How AgentOps Helps Developers Build and Monitor Reliable AI Agents

by Greggory Elias | Aug 2, 2024 | Enterprise AI, Generative AI, LLMs / NLP

As AI agents grow in sophistication, developers face significant challenges in ensuring their reliability, performance, and cost-effectiveness. The development and monitoring of AI agents present unique hurdles, including: Managing the intricacies of multi-agent...

10 AI Agents Your Enterprise Needs to Hire Today – AI&YOU #60

by Greggory Elias | Jul 3, 2024 | Enterprise AI, LLMs / NLP, Newsletter

AI Agent Use Case: Klarna’s AI assistant has had 2.3 million conversations, two-thirds of Klarna’s customer service chats. It is doing the equivalent work of 700 full-time agents and is estimated to drive a $40 million USD in profit improvement to Klarna in...

How to choose between AutoGen vs crewAI for Creating AI Agents

by Greggory Elias | Jun 28, 2024 | Enterprise AI, Generative AI, LLMs / NLP

The field of artificial intelligence has seen remarkable advancements in recent years, particularly in the development of AI agents. These intelligent entities are designed to perform tasks, make decisions, and interact with users or other systems autonomously. As the...

How to create Agents with AutoGen & Llama 3

by Greggory Elias | Jun 28, 2024 | Enterprise AI, Generative AI, LLMs / NLP

AutoGen, a cutting-edge multi-agent framework, and Llama 3, an advanced language model, are changing the way developers approach AI agent creation and deployment. AutoGen, developed by Microsoft, stands out as a comprehensive platform for building sophisticated...

What is AutoGen? Our Full Guide to the Autogen Multi-Agent Platform

by Greggory Elias | Jun 28, 2024 | Enterprise AI, Generative AI, LLMs / NLP

The field of artificial intelligence has recently witnessed a significant shift towards more dynamic and adaptable systems, and this evolution has given rise to AI agents. As these agents have grown in sophistication, there’s been an increasing focus on...

10 AI Agents your Enterprise Should Employ & Use Today

by Greggory Elias | Jun 21, 2024 | Enterprise AI, Generative AI, LLMs / NLP, Uncategorized

Your enterprise should be constantly seeking innovative solutions to streamline operations, boost productivity, and maintain a competitive advantage. As AI continues to advance, AI agents have emerged as a transformative force with incredible potential. These...

10 Questions to Ask When Exploring AI Agent Use Cases

by Greggory Elias | Jun 21, 2024 | Enterprise AI, Generative AI, LLMs / NLP, Uncategorized

From automating repetitive tasks and streamlining workflows to enhancing decision-making and improving customer experiences, AI agents are transforming the way businesses operate. However, before diving headfirst into implementing AI agents, it is crucial for...

What Are Agentic Workflows?

by Greggory Elias | Jun 21, 2024 | Enterprise AI, Generative AI, LLMs / NLP

One of the most exciting developments in the AI space is the rise of agentic workflows—a new paradigm that harnesses the power of AI agents and large language models to tackle complex business processes with unprecedented efficiency and flexibility. Agentic workflows...

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What is Chain-of-Thought (CoT) Prompting?

AI Research Paper Summarized: “Chain of Thought(lessness)?” Prompting

Few-Shot Prompting vs Fine-Tuning LLM for Generative AI Solutions

Top 5 Research Papers on Few-Shot Learning

10 Proven Strategies to Cut Your LLM Costs

Meta’s Llama 3.1: Pushing the Boundaries of Open-Source AI

How Enterprises can Tackle LLM Hallucinations to Safely Integrate AI

Top 10 Ways to Eliminate LLM Hallucinations

How AgentOps Helps in Managing LLM Costs

How AgentOps Helps Developers Build and Monitor Reliable AI Agents

How to choose between AutoGen vs crewAI for Creating AI Agents

How to create Agents with AutoGen & Llama 3

What is AutoGen? Our Full Guide to the Autogen Multi-Agent Platform

10 AI Agents your Enterprise Should Employ & Use Today

10 Questions to Ask When Exploring AI Agent Use Cases

What Are Agentic Workflows?

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