Unite.AI

JULY 22, 2024

And it’s only as effective as the prompts you give it. I recently asked ChatGPT how to develop your prompt engineering skills. The first response was: “Experimentation and Iteration: Continuously experiment with different types of prompts and refine them based on the AI's outputs. The rub: it’s not always accurate.

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ChatGPT Prompt Engineering Prompt Engineer Explainability 274

AI News

NOVEMBER 15, 2023

The hype surrounding generative AI and the potential of large language models (LLMs), spearheaded by OpenAI’s ChatGPT, appeared at one stage to be practically insurmountable. As McLoone explains, it is all a question of purpose. “I As OpenAI was building out its plugin architecture, Wolfram was asked to be one of the first providers.

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Towards AI

FEBRUARY 13, 2024

Leading this revolution is ChatGPT, a state-of-the-art large language model (LLM) developed by OpenAI. Understanding Prompt Engineering At the heart of effectively leveraging ChatGPT lies ‘prompt engineering’ — a crucial skill that involves crafting specific inputs or prompts to guide the AI in producing the desired outputs.

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Prompt Engineer Prompt Engineering ChatGPT Large Language Models 80

Towards AI

OCTOBER 19, 2024

Yet, for all their sophistication, they often can’t explain their choices — this lack of transparency isn’t just frustrating — it’s increasingly problematic as AI becomes more integrated into critical areas of our lives. Enter Explainable AI (XAI), a field dedicated to making AI’s decision-making process more transparent and understandable.

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Explainability Explainable AI Natural Language Processing Prompt Engineer 89

Artificial Corner

SEPTEMBER 16, 2024

Pixabay OpenAI just released a new model and I have more reasons to believe that learning prompt engineering is becoming less relevant. I’m not saying prompt engineering is already dead (later in this article I explain why) but things have changed since OpenAI released ChatGPT in 2022.

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Prompt Engineer Prompt Engineering OpenAI ChatGPT 52

Marktechpost

MAY 3, 2024

Prompt Engineering for ChatGPT This course teaches how to effectively work with large language models, like ChatGPT, by applying prompt engineering. It covers leveraging prompt patterns to tap into powerful capabilities within these models.

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ChatGPT Prompt Engineering Prompt Engineer Large Language Models 103

Unite.AI

OCTOBER 5, 2023

One of the AI's shining stars is ChatGPT, a conversational model developed by OpenAI. Its core capability lies in generating human-like text based on the prompts it receives. The way to achieve this is through effective prompt engineering. Prompts serve as the guideline or ‘training manual' for ChatGPT.

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Unite.AI

SEPTEMBER 19, 2024

OpenAI API OpenAI's API continues to lead the enterprise AI space, especially with the recent release of GPT-4o , a more advanced and cost-efficient version of GPT-4. OpenAI’s models are now widely used by over 200 million active users weekly, and 92% of Fortune 500 companies leverage its tools for various enterprise use cases​.

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LLM Automation Large Language Models OpenAI 246

Artificial Corner

NOVEMBER 16, 2023

Prompt engineering is a must-have skill that any AI enthusiast should have … at least until OpenAI released GPTs and DALL-E 3. OpenAI doesn’t want to force users to learn prompt engineering to get the most out of its tools. To answer this, let’s see how good are these AI-generated prompts.

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Prompt Engineer Prompt Engineering OpenAI ChatGPT 52

ODSC - Open Data Science

AUGUST 24, 2023

5 Jobs That Will Use Prompt Engineering in 2023 Whether you’re looking for a new career or to enhance your current path, these jobs that use prompt engineering will become desirable in 2023 and beyond. That’s why enriching your analysis with trusted, fit-for-use, third-party data is key to ensuring long-term success.

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Prompt Engineer Prompt Engineering Data Science Data Scientist 52

Mlearning.ai

JANUARY 17, 2024

350x: Application Areas , Companies, Startups 3,000+: Prompts , Prompt Engineering, & Prompt Lists 250+: Hardware, Frameworks , Approaches, Tools, & Data 300+: Achievements, Impacts on Society , AI Regulation, & Outlook 20x: What is Generative AI? 1x: OpenAI: DALL-e 3  — too! 1x: Robotics control.

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Bugra Akyildiz

MARCH 30, 2024

Before going further, taking a step back to explain the key concepts in Mamba: State: Mamba maintains a state that captures the essential information about the past that is relevant for predicting the next element in the sequence. The logic of the prompt specifies what the LLM should do, while the wording is how the prompt is phrased.

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Explainability Prompt Engineering Prompt Engineer Machine Learning 52

TheSequence

DECEMBER 8, 2023

In this post, Jordan Burgess, co-founder and Chief Product Officer at Humanloop , discusses the techniques for going from an initial demo to a robust production-ready application and explain how tools like Humanloop can help you get there. He covers best practices in prompt engineering, retrieval-augmented generation (RAG) and fine-tuning.

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LLM Prompt Engineering Prompt Engineer OpenAI 97

Unite.AI

MAY 24, 2024

These models, such as OpenAI's GPT and Anthropic's Claude, have demonstrated impressive performance on a wide range of natural language processing tasks. However, when it comes to complex reasoning tasks that require multiple steps of logical thinking, traditional prompting methods often fall short.

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Large Language Models Prompt Engineering Prompt Engineer Natural Language Processing 157

Artificial Corner

JULY 30, 2023

In this world of complex terminologies, someone who wants to explain Large Language Models (LLMs) to some non-tech guy is a difficult task. So that’s why I tried in this article to explain LLM in simple or to say general language. Machine translation, summarization, ticket categorization, and spell-checking are among the examples.

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Large Language Models LLM Natural Language Processing Deep Learning 87

Mlearning.ai

AUGUST 11, 2023

I’ll give you in-depth descriptions for how to best wield the top 10 approaches that have helped me become a better prompt engineer. I hope they will be useful for you on your journey to becoming a master prompt engineer. Many of them can help you develop applications based on the model’s APIs (like the OpenAI API).

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Heartbeat

FEBRUARY 22, 2024

Getting Started with PandasAI LLMs power PandasAI and support several large language models (LLMs), from OpenAI, Azure OpenAI, and Google PaLM to HuggingFace's Starcoder and Falcon models. We must use OpenAI LLM API Wrapper for this tutorial to power PandasAI's generative AI capabilities.

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Artificial Intelligence Artificial Intelligence LLM OpenAI 52

Towards AI

FEBRUARY 15, 2023

But it is difficult to know how the ecosystem will play out and what capabilities and products will be built into the LLMs and owned by the likes of OpenAI, Microsoft, and Google and which will be performed by the surrounding startup ecosystem. This article explains why. […]

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Large Language Models Prompt Engineering Prompt Engineer AI Chatbots 75

Chatbots Life

MAY 12, 2023

a deep dive Unless you have been living under a rock for the last few months, you have probably heard about a new model from OpenAI called ChatGTP. As everything is explained from scratch but extensively I hope you will find it interesting whether you are NLP Expert or just want to know what all the fuss is about.

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Towards AI

MARCH 28, 2024

It is a roadmap to the future tech stack, offering advanced techniques in Prompt Engineering, Fine-Tuning, and RAG, curated by experts from Towards AI, LlamaIndex, Activeloop, Mila, and more. All APIs are in OpenAI format. Featured Community post from the Discord White_d3vil recently introduced GalaxyAI. AI poll of the week!

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Large Language Models Prompt Engineering Prompt Engineer AI 65

Heartbeat

AUGUST 2, 2023

Large language models have gained considerable attention and popularity due to their impressive capabilities and potential applications, and even more with the launch of ChatGPT, an advanced language model developed by OpenAI. A quick reminder that the questions-answers that one asks the custom model also use tokens from the OpenAI account.

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deepsense.ai

NOVEMBER 9, 2024

Prompt engineering Let’s start simple. With this in mind, we strongly recommend starting with prompt engineering. Tell me what you don’t know When prompting LLMs to solve a chosen problem, we can add an instruction to return an “I don’t know” answer when the model is in doubt.

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Prompt Engineering Prompt Engineer LLM ChatGPT 59

Mlearning.ai

JULY 8, 2023

LLM Ops flow — Architecture Architecture explained. Prompt Engineering — this is where figuring out what is the right prompt to use for the problem. Model selection can be based on use case, performance, cost, latency, etc Test and validate the prompt engineering and see the output with application is as expected.

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Large Language Models LLM Prompt Engineering Prompt Engineer 52

Pickl AI

SEPTEMBER 19, 2024

How Prompt Tuning Fits into the Broader Context of AI and Machine Learning In the broader context of AI and Machine Learning , prompt tuning is part of a larger strategy known as “prompt engineering.” Prompt tuning is a more focused method compared to full model fine-tuning.

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Prompt Engineering Prompt Engineer Machine Learning Artificial Intelligence 52

Heartbeat

AUGUST 4, 2023

OpenAI is leading the way in these significant developments, but this year in April, a revolutionary segmentation model in computer vision was shared by Meta AI. To see this capability effectively in applications, it is necessary to direct the language model with the correct prompt entries.

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The MLOps Blog

MARCH 12, 2024

Tools range from data platforms to vector databases, embedding providers, fine-tuning platforms, prompt engineering, evaluation tools, orchestration frameworks, observability platforms, and LLM API gateways. with efficient methods and enhancing model performance through prompt engineering and retrieval augmented generation (RAG).

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Prompt Engineering Prompt Engineer Large Language Models LLM 52

Explosion

MAY 17, 2023

In 2014 I started working on spaCy , and here’s an excerpt of how I explained the motivation for the library: Computers don’t understand text. This lets you perform prompt engineering systematically, based on decisions you can record and later review. This is unfortunate, because that’s what the web almost entirely consists of.

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LLM NLP Large Language Models OpenAI 135

Topbots

JULY 29, 2024

Introduction to Generative AI by Google Cloud Generative AI: Introduction and Applications by IBM ChatGPT Promt Engineering for Developers by OpenAI and DeepLearning.ai Content: Generative AI Fundamentals: Defining generative AI and explaining its underlying mechanisms. Generative AI for Software Development by DeepLearning.ai

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Generative AI Large Language Models Prompt Engineering Prompt Engineer 52

ODSC - Open Data Science

FEBRUARY 6, 2024

In this session, you’ll cover some of the essential topics in LLM development, including prompt engineering and fine-tuning, document embeddings, Retrieval-Augmented Generation (RAG), and LangChain and Transformers libraries. The session will explain and dive into both top-down workflows and bottom-up workflows.

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Large Language Models Big Data LLM Data Science 52

Heartbeat

JANUARY 26, 2024

Create a Simple E-commerce Chatbot With OpenAI Why Memory Matters in Conversational Agents When users interact with chatbots, they often expect a level of continuity and understanding similar to human conversations. Make sure you’ve installed the necessary Python packages in requirements.txt and have your OpenAI API and Comet API keys ready.

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Heartbeat

FEBRUARY 13, 2024

So, let's get started… Proprietary vs Open Source LLMs Though OpenAI's ChatGPT is the leader among the LLM models and has revolutionized the industry with its offerings, open-source LLM ecosystems are rapidly evolving and are becoming as good as proprietary LLMs in terms of performance.

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Heartbeat

OCTOBER 5, 2023

The emergence of Large Language Models (LLMs) like OpenAI's GPT , Meta's Llama , and Google's BERT has ushered in a new era in this field. Feature Engineering and Model Experimentation MLOps: Involves improving ML performance through experiments and feature engineering.

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Heartbeat

SEPTEMBER 19, 2023

family developed by OpenAI. Comet’s LLMOps tool provides an intuitive and responsive view of our prompt history. Prompt Playground: With the LLMOps tool comes the new Prompt Playground, which allows Prompt Engineers to iterate quickly with different Prompt Templates and understand the impact on different contexts.

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Large Language Models Metadata LLM Data Scientist 52

Pickl AI

AUGUST 2, 2023

One such incredible innovation is ChatGPT, developed by OpenAI. architecture to provide human-like responses to natural language prompts. ChatGPT is an AI language model based on the GPT (Generative Pre-trained Transformer) architecture developed by OpenAI. ChatGPT is an AI language model that leverages the GPT-3.5

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ChatGPT Neural Network Prompt Engineer Prompt Engineering 52

Heartbeat

FEBRUARY 8, 2024

pip install langchain openai comet_ml comet-llm textstat tiktoken faiss-gpu``` Chat Models As discussed above, chat models are backed by LLMs such as GPT or Anthropic. Tracking and Monitoring with Comet When creating applications with LLMs, most of the time is spent on prompt engineering rather than training the models.

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Conversational AI Chatbots LLM Prompt Engineering 52

O'Reilly Media

NOVEMBER 28, 2023

While experienced AI developers are starting to leave powerhouses like Google, OpenAI, Meta, and Microsoft, not enough are leaving to meet demand—and most of them will probably gravitate to startups rather than adding to the AI talent within established companies. Microsoft, Google, IBM, and OpenAI have offered more general indemnification.

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Heartbeat

NOVEMBER 24, 2023

pip install langchain openai tiktoken !wget We’re committed to supporting and inspiring developers and engineers from all walks of life. Editorially independent, Heartbeat is sponsored and published by Comet, an MLOps platform that enables data scientists & ML teams to track, compare, explain, & optimize their experiments.

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