Unite.AI

JULY 26, 2023

The secret sauce to ChatGPT's impressive performance and versatility lies in an art subtly nestled within its programming – prompt engineering. Launched in 2022, DALL-E, MidJourney, and StableDiffusion underscored the disruptive potential of Generative AI. This makes us all prompt engineers to a certain degree.

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Prompt Engineer Prompt Engineering ChatGPT Large Language Models 246

Unite.AI

AUGUST 1, 2023

OpenAI has been instrumental in developing revolutionary tools like the OpenAI Gym, designed for training reinforcement algorithms, and GPT-n models. The spotlight is also on DALL-E, an AI model that crafts images from textual inputs. The AI tool, faltering due to its hallucination problem, cited non-existent legal cases.

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Prompt Engineer Prompt Engineering ChatGPT Convolutional Neural Networks 246

Analytics Vidhya

DECEMBER 19, 2023

OpenAI, the leading artificial intelligence research laboratory, has recently unveiled its highly anticipated Prompting Guide. This comprehensive guide aims to assist content creators in optimizing their prompts to generate more accurate and relevant AI-generated content. OpenAI’s Prompting Guide Has Answers!

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Unite.AI

OCTOBER 31, 2023

In the Generative AI world, keeping up with the latest is the name of the game. OpenAI, backed by the tech giant Microsoft, introduced DALL·E 3 on September 20th, 2023. OpenAI acknowledges these challenges and is working on improvements for future versions. However, a free public release date is not confirmed yet.

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OpenAI ChatGPT Neural Network Prompt Engineer 264

Flipboard

DECEMBER 3, 2023

In November of 2022, OpenAI reignited the conversation about artificial intelligence with the release of ChatGPT , the first large language model (LLM) widely accessible to the public. We’re already seeing a massive increase in job listings searching for candidates proficient with AI, and this trend shows little signs of slowing down.

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Large Language Models AI Tools Artificial Intelligence Artificial Intelligence 131

ODSC - Open Data Science

AUGUST 21, 2023

Research Scientist, Machine Learning This wouldn’t be a crazy AI salaries list if OpenAI didn’t have a posting, and the best part is that we’re in luck. The company that has arguably done the most to introduce AI to the masses, is currently in search of a research scientist that specializes in machine learning.

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Artificial Intelligence Artificial Intelligence Prompt Engineer Prompt Engineering 98

IBM Journey to AI blog

FEBRUARY 13, 2024

The quality of outputs depends heavily on training data, adjusting the model’s parameters and prompt engineering, so responsible data sourcing and bias mitigation are crucial. Imagine training a generative AI model on a dataset of only romance novels. Existing content can be reimagined and edited using AI tools.

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Topbots

JULY 24, 2023

Harnessing the full potential of AI requires mastering prompt engineering. This article provides essential strategies for writing effective prompts relevant to your specific users. Still, the majority of these tips are equally applicable to end users interacting with ChatGPT via OpenAI’s user interface.

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Prompt Engineer Prompt Engineering LLM ChatGPT 98

Unite.AI

AUGUST 28, 2023

Systems like ChatGPT by OpenAI, BERT, and T5 have enabled breakthroughs in human-AI communication. What distinguishes Auto-GPT from its predecessors is its autonomy – it's designed to undertake tasks with minimal human guidance and has the unique ability to self-initiate prompts.

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Auto-complete ChatGPT Large Language Models AI 240

AssemblyAI

MARCH 18, 2024

As businesses integrate this generative AI technology, they also unlock opportunities to enhance operations, improve the customer journey, and drive innovative product development.    In this article, you’ll learn more about building with LLMs and the top business use cases for Generative AI tools and applications. 

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Generative AI Large Language Models AI AI 147

Robot Writers AI

JUNE 4, 2023

Specifically, 70% of survey respondents saw AI writers and similar as helpful. The most common use for the tools: ‘Limited’ text creation. ” *Rise of the Prompt Engineer: Flash-in-the-Pan?: Dubbed GPT-4 32K, the turbo-charged AI writer is available directly from OpenAI. *C-3PO

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ChatGPT Prompt Engineer Prompt Engineering Robotics 52

Mlearning.ai

JULY 8, 2023

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. original article —  Samples2023/LLM/llmops.md

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Large Language Models LLM Prompt Engineer Prompt Engineering 52

Mlearning.ai

MARCH 16, 2023

Shutterstock Shutterstock has taken a very interesting approach to AI-generated content, which probably reflects that this platform focuses on visual content rather than art. So, they provided their huge image database to OpenAI & LG to train AI-generating tools. So, Shutterstock’s model is definitely not my favorite.

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AI AI AI Tools Prompt Engineer 98

Heartbeat

NOVEMBER 1, 2023

AI: The capital of {place} is {capital} """) prompt = prompt_template.format(place="California", capital="Sacramento") print(prompt) This will show the prompt as: Human: What is the capital of California? This improves maintainability.

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LLM Prompt Engineer Prompt Engineering Data Scientist 52

Heartbeat

NOVEMBER 23, 2023

Whether you’re building conversational agents, question-answer systems, or any AI tool, the self-critique chain offers an added layer of assurance. This feature emphasizes the commitment to responsible AI, which provides accurate answers and ensures the content adheres to broader societal values.

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LLM Data Scientist OpenAI AI Tools 52

Becoming Human

MAY 16, 2023

A future superintelligence ponders its evolution Some reactions to the latest AI news and developments, along with some AI-generated artwork. Backdrop: According to this paper by OpenAI, as much as 80% of the working population will be impacted by automation brought on by Large Language models (like GPT-4).

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Large Language Models Robotics AI AI 72

Applied Data Science

DECEMBER 23, 2022

This year is intense: we have, among others, a new generative model that beats GANs , an AI-powered chatbot that discusses with more than 1 million people in a week and prompt engineering , a job that did not exist a year ago. With these tools you can describe in natural language what functionality you want your program to have.

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Neural Network AI AI Data Science 52

Heartbeat

DECEMBER 7, 2023

OpenAI) used to generate the answer. Let’s get some preliminaries out of the way: %%capture !pip llmsherpa_api_url = "[link] pdf_url = "[link] # also allowed is a file path e.g. . api_instance: An instance of the API (e.g., Returns: - str: The API's response text. """

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Heartbeat

DECEMBER 8, 2023

Giving the Agent Tools You can either pass the tools as arguments when initializing the toolkit or individually initialize the desired tools.

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Heartbeat

DECEMBER 14, 2023

You have access to the following tools: """ suffix = """Let's Go!" " {chat_history} Question: {input} {agent_scratchpad} """ llm = OpenAI(temperature=0.0) tools = load_tools(["ddg-search", "llm-math", "wikipedia"], llm=llm) tools[0].description

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Convolutional Neural Networks Neural Network Deep Learning Computer Scientist 52

Heartbeat

DECEMBER 22, 2023

Run queries Preliminaries Ensure you take care of imports, setting your OpenAI key, etc. agent_prompt = hub.pull("hwchase17/react-chat") print(agent_prompt.template) Assistant is a large language model trained by OpenAI. This method streamlines the process and enhances efficiency.

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LLM Data Scientist Data Science Deep Learning 52

Mlearning.ai

APRIL 15, 2023

As of today there are 3 main ways to make LLMs output more specific results: Prompt engineering — providing more context in the prompt and engineering the request. Providing examples of input output to the model UI for non AI experts Democrztizing AI has never been as close as it is these days.

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Generative AI Prompt Engineer Prompt Engineering ChatGPT 52

Heartbeat

NOVEMBER 10, 2023

pip install langchain openai import os import getpass os.environ["OPENAI_API_KEY"] = getpass.getpass("Enter Your OpenAI API Key:") LangChain Expression Language This is a declarative way to truly compose chains — and get streaming, batch, and async support out of the box.

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Unite.AI

MAY 11, 2024

I recently came across OpenArt AI , an AI art generator developed in San Fransisco by ex-Googlers and fueled by OpenAI ‘s machine learning algorithms. As someone who has tried the most popular AI art generators, I had to give OpenArt AI a shot and share my thoughts! They're all useful and easy to use!

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AI AI AI Tools Algorithm 147

Unite.AI

OCTOBER 9, 2023

In the ongoing effort to make AI more like humans, OpenAI's GPT models have continually pushed the boundaries. GPT-4 is now able to accept prompts of both text and images. Multimodality in generative AI denotes a model's capability to produce varied outputs like text, images, or audio based on the input.

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ChatGPT Large Language Models AI AI 351

Mlearning.ai

JANUARY 17, 2024

95x: Generative AI history 600+: Key Technological Concepts 2,350+: Models & Mediums — Text, Image, Video, Sound, Code, etc. Major milestones in the last few years comprised BERT (Google, 2018), GPT-3 (OpenAI, 2020), Dall-E (OpenAI, 2021), Stable Diffusion (Stability AI, LMU Munich, 2022), ChatGPT (OpenAI, 2022).

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Generative AI Prompt Engineer Prompt Engineering Large Language Models 98

Marktechpost

JUNE 29, 2023

ChatHN, driven by AI, has recently been launched in the Hacker News Feed. ChatHN is a free and open-source artificial intelligence (AI) chatbot built with OpenAI Functions and the Vercel AI SDK for conversational interactions with the Hacker News API.

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OpenAI Prompt Engineer Prompt Engineering AI 113

Marktechpost

JANUARY 11, 2024

Notably, generative AI tools gained mainstream awareness, becoming the center of discussions in the IT industry. Major tech companies invested billions in AI technologies, contributing to the transformative impact of AI across various sectors. We have categorized them to make it easier to cover maximum tools.

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Large Language Models Natural Language Processing Artificial Intelligence Artificial Intelligence 104

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. LLMOps is key to turning LLMs into scalable, production-ready AI tools. using techniques like RLHF.)

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Prompt Engineer Prompt Engineering LLM Large Language Models 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.

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Data Scientist LLM Deep Learning Prompt Engineer 52

Topbots

MARCH 18, 2024

However, leveraging this technology effectively often hinges on the user’s ability to craft precise and insightful prompts – a skill not everyone possesses. Recognizing this barrier, OpenAI introduced custom GPTs last year, offering a solution that partially addresses this challenge.

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AI Tools Artificial Intelligence Artificial Intelligence Prompt Engineer 52

deepsense.ai

DECEMBER 20, 2023

GPT-2 from OpenAI), the release of the famous ChatGPT in November 2022 was arguably the biggest breakthrough. OpenAI’s series of groundbreaking DALL·E models are often referred to as a trendsetter in terms of quality for text-to-image solutions. Although the first such solutions were developed as far back as 2019 (e.g.

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AI AI Software Development LLM 70

Heartbeat

NOVEMBER 9, 2023

From setting up your environment with essential packages like langchain, openai, and tiktoken, to diving into the depths of text splitting and document processing, this guide promises a comprehensive journey. By the end, you'll have a clear understanding of how Document Chains can be a game-changer in the world of language processing.

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LLM OpenAI Data Scientist Deep Learning 52

O'Reilly Media

NOVEMBER 28, 2023

People with AI skills have always been hard to find and are often expensive. 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.

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Generative AI AI AI Data Analysis 108

Heartbeat

DECEMBER 29, 2023

One of the significant advantages of ReAct is its ability to integrate LLMs with external tools for real-world applications. For instance, Microsoft has integrated OpenAI LLMs with their Office applications in Microsoft 365 Copilot, showcasing its utility. Preliminaries Let’s get this out of the way… %%capture !pip

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LLM OpenAI Prompt Engineer Prompt Engineering 52

Heartbeat

NOVEMBER 8, 2023

from langchain.output_parsers import CommaSeparatedListOutputParser llm = OpenAI(temperature=0) # the prompt template prompt_template = "Act like a Captain Obvious and list 5 funny things to not do at {place}?" llm = OpenAI(temperature=.7) This uses a standard ChatOpenAI model and prompt template.

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LLM OpenAI Data Scientist Prompt Engineer 52

Topbots

SEPTEMBER 11, 2023

The different components of your AI system will interact with each other in intimate ways. For example, if you are working on a virtual assistant, your UX designers will have to understand prompt engineering to create a natural user flow.

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