Flipboard

JUNE 13, 2023

Prompt: “A robot helping a software engineer develop code.” ” Generative AI is already changing the way software engineers do their jobs. Diamond Bishop , CEO and co-founder at Augmend , a Seattle collaboration software startup Diamond Bishop, CEO of Augmend.

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Generative AI Auto-complete Software Engineer AI 175

AWS Machine Learning Blog

JANUARY 26, 2024

Many customers are looking for guidance on how to manage security, privacy, and compliance as they develop generative AI applications. This post provides three guided steps to architect risk management strategies while developing generative AI applications using LLMs.

Generative AI 122

Generative AI LLM ML AI 122

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

GPT-4: Prompt Engineering ChatGPT has transformed the chatbot landscape, offering human-like responses to user inputs and expanding its applications across domains – from software development and testing to business communication, and even the creation of poetry. Imagine you're trying to translate English to French.

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Prompt Engineer Prompt Engineering ChatGPT Convolutional Neural Networks 246

ODSC - Open Data Science

SEPTEMBER 13, 2023

How to Make Personas Using Generative AI Like ChatGPT Sometimes generic chatbots aren’t enough. Here’s how you can use AI like ChatGPT to make more customized chatbots and personas with ease. Whether you’re into machine learning, NLP, or data science, this discussion is a must-watch for anyone navigating the AI landscape.

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Prompt Engineer Prompt Engineering Data Scientist Machine Learning 52

Towards AI

AUGUST 31, 2023

Last Updated on September 1, 2023 by Editorial Team Author(s): Vatsal Saglani Originally published on Towards AI. Part 1 — Understanding Prompt Engineering Techniques This member-only story is on us. Prompting techniques. A good prompt can generate great results whereas a bad prompt can spoil the experience.

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OpenAI Prompt Engineer Prompt Engineering LLM 108

Unite.AI

DECEMBER 5, 2023

With this new wave of AI, there is a new category of machine learning engineers who are focused only on “prompt engineering.” ” This role is different from traditional software development, but it has arisen from the need for new ways to work with AI models.

AI 312

AI AI AI Tools Natural Language Processing 312

Unite.AI

SEPTEMBER 27, 2023

Generative AI refers to models that can generate new data samples that are similar to the input data. Recent estimates by McKinsey suggest that this Generative AI could offer annual savings of up to $340 billion for the banking sector alone. I work as a data scientist at a French-based financial services company.

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Generative AI Large Language Models Prompt Engineer Prompt Engineering 304

ODSC - Open Data Science

NOVEMBER 20, 2023

Prompt Optimization with GPT-4 and Langchain Mike Taylor | Owner | Saxifrage In this session, Mike Taylor discusses how you can use prompt engineering at scale — as part of a template, workflow, or product. Stable Diffusion: A New Frontier for Text-to-Image Paradigm Sandeep Singh | Head of Applied AI/Computer Vision | Beans.ai

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Prompt Engineer Prompt Engineering Large Language Models LLM 52

ODSC - Open Data Science

JANUARY 10, 2024

The AI Paradigm Shift: Under the Hood of a Large Language Models Valentina Alto | Azure Specialist — Data and Artificial Intelligence | Microsoft Develop an understanding of Generative AI and Large Language Models, including the architecture behind them, their functioning, and how to leverage their unique conversational capabilities.

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Large Language Models LLM Deep Learning ML 52

AWS Machine Learning Blog

FEBRUARY 1, 2024

Resilience plays a pivotal role in the development of any workload, and generative AI workloads are no different. There are unique considerations when engineering generative AI workloads through a resilience lens. Does it have the ability to replicate data to another Region for disaster recovery purposes?

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Generative AI Prompt Engineer Prompt Engineering AI 112

Snorkel AI

MAY 4, 2023

The free virtual conference is the largest annual gathering of the data-centric AI community. The sessions at this year’s conference will focus on the following: Data development techniques: programmatic labeling, synthetic data, active learning, weak supervision, data cleaning, and augmentation.

Computer Vision 52

Computer Vision Large Language Models AI AI 52

Snorkel AI

MAY 4, 2023

The free virtual conference is the largest annual gathering of the data-centric AI community. The sessions at this year’s conference will focus on the following: Data development techniques: programmatic labeling, synthetic data, active learning, weak supervision, data cleaning, and augmentation.

Computer Vision 52

Computer Vision Large Language Models AI AI 52

TheSequence

MARCH 11, 2024

In this 5-minute read, you will learn how to apply traditional software evaluation techniques to AI, understand the different types of evaluations and when to use them, and see what the lifecycle of evaluating LLM applications looks like at the frontier of Generative AI.

LLM 52

LLM Categorization Software Development Prompt Engineer 52

O'Reilly Media

NOVEMBER 28, 2023

Generative AI has been the biggest technology story of 2023. And everyone has opinions about how these language models and art generation programs are going to change the nature of work, usher in the singularity, or perhaps even doom the human race. Many AI adopters are still in the early stages. What’s the reality?

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Generative AI AI AI Data Analysis 108

AWS Machine Learning Blog

MAY 9, 2024

In this post, we describe the development of the customer support process in FAST incorporating generative AI, the data, the architecture, and the evaluation of the results. Conversational AI assistants are rapidly transforming customer and employee support.

Insight Engine 114

Insight Engine Generative AI LLM AI 114

AWS Machine Learning Blog

SEPTEMBER 22, 2023

Gone are the days when you need unnatural prompt engineering to get base models, such as GPT-3, to solve your tasks. Base LLMs are, by default, prone to generating text in a fashion that is unpredictable and sometimes harmful as a result of not knowing how to follow instructions. He is an ACM Fellow and IEEE Fellow.

Machine Learning 97

Machine Learning LLM Computer Vision Large Language Models 97

AWS Machine Learning Blog

NOVEMBER 6, 2023

In this post, we explain how to use the power of generative AI to reduce the effort and improve the accuracy of creating call summaries and call dispositions. The good news is that automating and solving the summarization challenge is now possible through generative AI.

Automation 104

Automation Generative AI LLM AI 104

Unite.AI

SEPTEMBER 11, 2023

Code-Review Mechanisms for MetaGPT Code review is a critical component in the software development life cycle, yet it is absent in several popular frameworks. With MetaGPT, you're not just automating code generation, you're automating intelligent project planning, thus providing a competitive edge in rapid application development.

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Python OpenAI Software Development Software Engineer 328

deepsense.ai

OCTOBER 30, 2023

Riding the wave of AutoGPT’s initial popularity surge, we embarked on a mission to uncover its potential for more complex software development projects. Our solution excels in planning due to effective prompt engineering with few-shot examples. We recommend starting there for the full picture.

LLM 98

LLM Data Science Software Engineer Software Development 98

deepsense.ai

JULY 30, 2023

Model training is only a small part of a typical machine learning project (source: own study) Of course, in the context of Large Language Models, we often talk about just fine tuning, few-shot learning or just prompt engineering instead of a full training procedure.

Large Language Models 76

Large Language Models LLM Machine Learning Automation 76

Flipboard

DECEMBER 6, 2023

Amazon Bedrock Amazon Bedrock is a fully managed service that offers a choice of high-performing FMs from leading companies, including AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon. Considering the quality of the SQL generated, we started to look at how much value the validation stage is actually adding.

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Chatbots LLM Prompt Engineer Prompt Engineering 130

AWS Machine Learning Blog

SEPTEMBER 14, 2023

This post takes you through the most common challenges that customers face when searching internal documents, and gives you concrete guidance on how AWS services can be used to create a generative AI conversational bot that makes internal information more useful.

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Generative AI LLM Large Language Models Software Engineer 94

AWS Machine Learning Blog

MAY 1, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon through a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

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Chatbots Automation Machine Learning DevOps 98

Mlearning.ai

JUNE 16, 2023

Increase your productivity in software development with Generative AI As I mentioned in Generative AI use case article, we are seeing AI-assisted developers. SDLC stages Let’s review software development lifecycle first. They are pretty self-explanatory to a software developer.

Software Development 52

Software Development Generative AI ChatGPT Prompt Engineer 52

Unite.AI

AUGUST 30, 2023

While ChatGPT requires active human involvement to drive the conversation, providing guidance based on user prompts, the planning process is predominantly dependent on human intervention. Generative AI models like transformers are the State-of-the-Art core technology, driving these autonomous AI agents.

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Auto-complete OpenAI Python AI 162

AWS Machine Learning Blog

APRIL 17, 2023

Sparked by the release of large AI models like AlexaTM , GPT , OpenChatKit , BLOOM , GPT-J , GPT-NeoX , FLAN-T5 , OPT , Stable Diffusion , and ControlNet , the popularity of generative AI has seen a recent boom. For more information, refer to EMNLP: Prompt engineering is the new feature engineering.

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Prompt Engineer Prompt Engineering Deep Learning Large Language Models 78

ODSC - Open Data Science

SEPTEMBER 8, 2023

Using Generative AI for Data Analysis and Visualization Whether it’s through creating datasets for analysis or being a brainstorming partner, generative AI has plenty of uses in data analytics. US Copyright Office Open to Public Opinion on AI and Copyright Starting on August 30th. Catch this flash sale ASAP!

ChatGPT 52

ChatGPT Large Language Models Data Scientist Neural Network 52

Topbots

SEPTEMBER 11, 2023

AI development is a highly collaborative enterprise. In traditional software development, you work with a relatively clear dichotomy consisting of the backend and the frontend components. The different components of your AI system will interact with each other in intimate ways.

AI 59

AI AI UX Design Automation 59

Topbots

MARCH 18, 2024

The specialized versions of GPT come pre-configured to perform specific functions, eliminating the need for intricate prompt engineering by the user. Coding Assistants : Catering to both beginners and advanced coders, these GPTs facilitate coding, debugging, and learning, enhancing productivity and learning in software development.

AI Tools 52

AI Tools Artificial Intelligence Artificial Intelligence Prompt Engineer 52

AWS Machine Learning Blog

APRIL 25, 2023

About the Authors Dipankar Patro is a Software Development Engineer at AWS SageMaker, innovating and building MLOps solutions to help customers adopt AI/ML solutions at scale. He has an MS in Computer Science and his areas of interest are Computer Security, Distributed Systems and AI/ML. Vikram Elango is a Sr.

Machine Learning 78

Machine Learning Data Scientist Python ML 78

Unite.AI

MARCH 13, 2024

Advanced techniques like transfer learning, retrieval-augmented generation, and prompt engineering are often employed to enhance the model's performance and adapt it to the target domain. The fine-tuned models' performance surpasses generic models, signaling their unparalleled domain-specific utility.

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Large Language Models Natural Language Processing LLM Data Scarcity 204

Flipboard

NOVEMBER 24, 2023

Many customers are building generative AI apps on Amazon Bedrock and Amazon CodeWhisperer to create code artifacts based on natural language. Amazon Bedrock is the easiest way to build and scale generative AI applications with foundation models (FMs).

ETL 112

ETL Prompt Engineer Prompt Engineering Generative AI 112

AWS Machine Learning Blog

JULY 18, 2023

Today, large language models (LLMs) are transforming the way developers and enterprises solve historically complex challenges related to natural language understanding (NLU). Solution overview RAG combines the strengths of traditional retrieval-based and generative AI based approaches to Q&A systems.

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LLM Chatbots Large Language Models Artificial Intelligence 80

Marktechpost

JANUARY 3, 2024

Key features include abstractions for simplified development, robust monitoring and observability, smooth integration with diverse tools, secure authentication mechanisms, support for multi-user environments, and efficient data streaming capabilities.

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LLM Large Language Models Chatbots Machine Learning 124