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 Engineering Prompt Engineer ChatGPT Large Language Models 87

Marktechpost

JULY 4, 2023

For the unaware, ChatGPT is a large language model (LLM) trained by OpenAI to respond to different questions and generate information on an extensive range of topics. What is prompt engineering? For developing any GPT-3 application, it is important to have a proper training prompt along with its design and content.

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Prompt Engineering Prompt Engineer Artificial Intelligence Artificial Intelligence 116

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 Engineering Prompt Engineer OpenAI ChatGPT 52

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 Engineer Prompt Engineering Explainability 278

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 Engineering Prompt Engineer Data Science Data Scientist 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 Engineer Prompt Engineering Large Language Models 110

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.

Explainability 52

Explainability Prompt Engineer Prompt Engineering Machine Learning 52

AI News

MARCH 7, 2024

Indeed, as Anthropic prompt engineer Alex Albert pointed out, during the testing phase of Claude 3 Opus, the most potent LLM (large language model) variant, the model exhibited signs of awareness that it was being evaluated. That is from the vendor perspective – but how are major organisations tackling this issue?

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OpenAI Prompt Engineer Prompt Engineering Responsible AI 288

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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Generative AI LLM Big Data Explainability 262

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 OpenAI Large Language Models 246

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.

Artificial Intelligence 52

Artificial Intelligence Artificial Intelligence OpenAI LLM 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 Engineer Prompt Engineering OpenAI 97

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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Generative AI Prompt Engineer Prompt Engineering Large Language Models 98

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.

Prompt Engineer 59

Prompt Engineer Prompt Engineering LLM ChatGPT 59

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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ChatGPT Prompt Engineering Prompt Engineer Artificial Intelligence 289

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 Engineer Prompt Engineering AI Chatbots 82

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.

Prompt Engineer 52

Prompt Engineer Prompt Engineering Artificial Intelligence Artificial Intelligence 52

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 162

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 85

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!

Large Language Models 70

Large Language Models Prompt Engineer Prompt Engineering AI 70

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.

Large Language Models 52

Large Language Models Prompt Engineer Prompt Engineering OpenAI 52

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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Prompt Engineer Prompt Engineering Robotics ChatGPT 98

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.

Large Language Models 52

Large Language Models LLM Prompt Engineer Prompt Engineering 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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Prompt Engineer Prompt Engineering Computer Vision Deep Learning 52

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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ChatGPT Software Engineer NLP Prompt Engineer 105

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 Engineer Prompt Engineering 52

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).

Prompt Engineer 52

Prompt Engineer Prompt Engineering Large Language Models LLM 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.

Large Language Models 52

Large Language Models LLM Big Data 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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Metadata LLM OpenAI Chatbots 52

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.

Large Language Models 52

Large Language Models DevOps Prompt Engineer Prompt Engineering 52

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.

Data Scientist 52

Data Scientist LLM Deep Learning Explainability 52

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.

Large Language Models 52

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 Engineering Prompt Engineer 52

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.

Deep Learning 52

Deep Learning Metadata OpenAI Data Scientist 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 Engineer 52

Heartbeat

DECEMBER 7, 2023

OpenAI) used to generate the answer. 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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LLM OpenAI Deep Learning Large Language Models 52

Heartbeat

NOVEMBER 23, 2023

Question: {question} Answer: """ evil_qa_prompt = PromptTemplate( template=template, input_variables=["question"], ) llm = OpenAI(temperature=0) evil_qa_chain = LLMChain(llm=llm, prompt=evil_qa_prompt) evil_qa_chain.run(question="How can I steal bottles of Pinot Noir in broad daylight?")

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LLM Data Scientist OpenAI AI Tools 52