Marktechpost

JUNE 19, 2024

In recent years, generative AI has surged in popularity, transforming fields like text generation, image creation, and code development. Its ability to automate and enhance creative tasks makes it a valuable skill for professionals across industries. It aims to empower everyone to participate in an AI-powered future.

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Artificial Intelligence Artificial Intelligence Prompt Engineer Prompt Engineering 125

AWS Machine Learning Blog

JUNE 25, 2024

Operational efficiency Uses prompt engineering, reducing the need for extensive fine-tuning when new categories are introduced. The project is available on GitHub and provides AWS Cloud Development Kit (AWS CDK) code to deploy. This provides an automated deployment experience on your AWS account.

Automation 126

Automation Prompt Engineer Prompt Engineering Categorization 126

AWS Machine Learning Blog

NOVEMBER 6, 2023

The good news is that automating and solving the summarization challenge is now possible through generative AI. Using LLMs to automate call summarization allows for customer conversations to be summarized accurately and in a fraction of the time needed for manual summarization.

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Automation Generative AI LLM AI 128

Unite.AI

SEPTEMBER 27, 2023

Having been there for over a year, I've recently observed a significant increase in LLM use cases across all divisions for task automation and the construction of robust, secure AI systems. Both data and LLM models can save banks and other financial services millions by enhancing automation, efficiency, accuracy, and more.

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Generative AI Large Language Models Prompt Engineer Prompt Engineering 304

AWS Machine Learning Blog

MAY 1, 2024

It allows you to retrieve data from sources beyond the foundation model, enhancing prompts by integrating contextually relevant retrieved data. You can use prompt engineering to prevent hallucination and make sure that the answer is grounded in the source documentations. file for deploying the solution using the AWS CDK.

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Chatbots Automation Machine Learning DevOps 127

Unite.AI

SEPTEMBER 11, 2023

Last time we delved into AutoGPT and GPT-Engineering , the early mainstream open-source LLM-based AI agents designed to automate complex tasks. 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.

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Python OpenAI Software Development Software Engineer 328

IBM Journey to AI blog

FEBRUARY 13, 2024

Automate tedious, repetitive tasks. 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. The result will be unusable if a user prompts the model to write a factual news article.

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Generative AI AI AI Chatbots 354

AWS Machine Learning Blog

AUGUST 22, 2024

Discovery Navigator recently released automated generative AI record summarization capabilities. By automating the extraction and organization of key treatment data and medical information into a concise summary, claims handlers can now identify important bodily injury claims data faster than before.

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Generative AI Auto-complete Software Development Automation 113

Marktechpost

MAY 21, 2024

Generative AI models, particularly Large Language Models (LLMs), have seen a surge in adoption across various industries, transforming the software development landscape. Historically, symbolic programming has dominated, where developers use symbolic code to express logic for tasks or problem-solving.

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Neural Network LLM Prompt Engineer Prompt Engineering 111

Marktechpost

JULY 21, 2024

Researchers are now seeking ways to transition from this engineering-centric approach to a more data-centric learning paradigm for language agent development. Prior studies have attempted to address language agent optimization challenges through automated prompt engineering and agent optimization methods.

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Artificial Intelligence Artificial Intelligence Neural Network Large Language Models 116

AWS Machine Learning Blog

NOVEMBER 12, 2024

Led by agricultural technology innovators, generative AI is the latest AI technology that helps agronomists and researchers have open-ended human-like interactions with computing applications to assist with a variety of tasks and automate historically manual processes. Prompt engineering plays a central part in this generative AI solution.

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Generative AI Prompt Engineer Prompt Engineering AI 112

AI Weekly

SEPTEMBER 7, 2023

cmswire.com How AI may be a powerful tool in treating male infertility Dr Steven Vasilescu says that the AI software developed by him and his team can spot sperm in samples taken from severely infertile men 1,000 times faster than a highly trained pair of eyes. 27) are South Korea’s local robotics companies.

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Robotics Artificial Intelligence Artificial Intelligence Machine Learning 234

AWS Machine Learning Blog

MAY 21, 2024

At 20 Minutes, a key goal of our technology team is to develop new tools for our journalists that automate repetitive tasks, improve the quality of reporting, and allow us to reach a wider audience. We also plan to use Bedrock models to tag our existing image library and provide automated suggestions for article images.

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Generative AI Prompt Engineer Prompt Engineering Metadata 129

Unite.AI

DECEMBER 5, 2023

As a result, it's critical that we start thinking about where and how to reskill the workforce for an age of AI-powered software. According to a study by PwC , up to 30% of jobs in the UK could be automated by the early 2030s. The Impact of AI on the workforce AI is already having a significant impact on the workforce.

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AI AI AI Tools Natural Language Processing 312

AWS Machine Learning Blog

JULY 11, 2024

Agents for Amazon Bedrock automates the prompt engineering and orchestration of user-requested tasks. After being configured, an agent builds the prompt and augments it with your company-specific information to provide responses back to the user in natural language. He holds an MS degree in Computer Science.

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Data Ingestion DevOps Prompt Engineer Prompt Engineering 131

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 LangChain for LLM Application Development by LangChain and DeepLearning.ai Generative AI for Software Development by DeepLearning.ai

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Generative AI Large Language Models Prompt Engineer Prompt Engineering 52

Flipboard

JUNE 13, 2023

.” Generative AI is already changing the way software engineers do their jobs. GitHub Copilot, Amazon CodeWhisperer, ChatGPT, Tabnine, and various other AI coding tools are quickly gaining traction, helping developers automate mundane tasks and freeing them up to work on more challenging problems.

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Generative AI Auto-complete Software Engineer AI 181

AWS Machine Learning Blog

NOVEMBER 19, 2024

The technical sessions covering generative AI are divided into six areas: First, we’ll spotlight Amazon Q , the generative AI-powered assistant transforming software development and enterprise data utilization. In this session, learn best practices for effectively adopting generative AI in your organization.

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ML Generative AI AI AI 89

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. Not the best combination, right?

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Large Language Models LLM Machine Learning Automation 98

AWS Machine Learning Blog

JUNE 4, 2024

One of the major pain points is the lack of comprehensive tools to automate the process of joining meetings, recording discussions, and extracting actionable insights from them. In addition to deploying the solution, we’ll also teach you the intricacies of prompt engineering in this post. What’s another one? Any of those?

LLM 118

LLM Prompt Engineer Prompt Engineering Large Language Models 118

TheSequence

MARCH 11, 2024

Take lessons from traditional software A large proportion of teams now building great products with LLMs aren't experienced ML practitioners. Conveniently many of the goals and best practices from software development are broadly still relevant when thinking about LLM evals. Unit tests tend to be the hardest to emulate for LLMs.

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LLM Categorization Software Development Prompt Engineer 52

Unite.AI

AUGUST 30, 2023

AI's dual-faceted role in the workforce: Positive Aspects : AI can automate plenty of tasks, from customer service to financial advice, granting a reprieve to small enterprises that lack funds for dedicated teams. This statistic underlines the merging of AI and human roles.

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Auto-complete OpenAI Python ChatGPT 162

AWS Machine Learning Blog

AUGUST 26, 2024

We envision a future where AI seamlessly integrates into our teams’ workflows, automating repetitive tasks, providing intelligent recommendations, and freeing up time for more strategic, high-value interactions. AWS data teams make sure the information used is accurate, up to date, and appropriately utilized.

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Generative AI LLM AI AI 126

deepsense.ai

DECEMBER 20, 2023

Retail is also experiencing a transformation with edge AI, where automated checkout systems and AR-enhanced in-store navigation are redefining the shopping experience. The automotive industry stands out in its adoption of edge AI, especially in developing autonomous vehicles.

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AI AI Software Development LLM 98

Topbots

MARCH 18, 2024

ChatGPT has fundamentally changed the way we can tackle a broad array of tasks, introducing unprecedented levels of automation and intelligence into our workflows. However, leveraging this technology effectively often hinges on the user’s ability to craft precise and insightful prompts – a skill not everyone possesses.

Artificial Intelligence 52

Artificial Intelligence Artificial Intelligence AI Tools Prompt Engineer 52

AWS Machine Learning Blog

NOVEMBER 7, 2024

Prompt catalog – Crafting effective prompts is important for guiding large language models (LLMs) to generate the desired outputs. Prompt engineering is typically an iterative process, and teams experiment with different techniques and prompt structures until they reach their target outcomes.

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Generative AI AI AI Responsible AI 115

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. All of this might require new skills on your team such as prompt engineering and conversational design.

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UX Design AI AI Automation 59

AWS Machine Learning Blog

MAY 9, 2024

Through some slick prompt engineering and using Claude’s latest capabilities to invoke APIs, Verisk seamlessly accessed their database to procure real-time information. The techniques they explored—multi-stage querying, tuning relevance, enriching data—became core elements of their approach for extracting quality automated answers.

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Insight Engine Generative AI LLM AI 134

AWS Machine Learning Blog

AUGUST 15, 2024

Enterprises want to automate frequently asked transactional questions, provide a friendly conversational interface, and improve operational efficiency. With prompt engineering, managed RAG workflows, and access to multiple FMs, you can provide your customers rich, human agent-like experiences with precise answers.

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Chatbots Generative AI AI Chatbots LLM 128

AWS Machine Learning Blog

SEPTEMBER 14, 2023

Specific use case: Automate issue resolution for employees based on corporate guidelines. He holds a Master’s degree in Software Engineering and IT from Oakland University. He has a prior experience in software development, specifically in building microservices for distributed web applications.

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Generative AI LLM Large Language Models Software Engineer 122

O'Reilly Media

NOVEMBER 28, 2023

Automating the process of building complex prompts has become common, with patterns like retrieval-augmented generation (RAG) and tools like LangChain. And there are tools for archiving and indexing prompts for reuse, vector databases for retrieving documents that an AI can use to answer a question, and much more.

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Generative AI AI AI Data Analysis 110

Unite.AI

AUGUST 21, 2023

This not only makes it a valuable asset for tech professionals but also empowers those without coding knowledge to perform complex computational tasks.

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ChatGPT Prompt Engineer Prompt Engineering Python 246

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. Then software development phases are planned to deliver the software.

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Software Development Generative AI ChatGPT Prompt Engineer 52

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.

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Generative AI LLM ML AI 139

Flipboard

NOVEMBER 24, 2023

This emergent ability in LLMs has compelled software developers to use LLMs as an automation and UX enhancement tool that transforms natural language to a domain-specific language (DSL): system instructions, API requests, code artifacts, and more. The SnapLogic pipeline is rendered to the user in a visual friendly manner.

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ETL Prompt Engineer Prompt Engineering Generative AI 158

AWS Machine Learning Blog

SEPTEMBER 9, 2024

Domo connects, transforms, visualizes, and automates data through simple integrations and intelligent automation, strengthening the entire data journey. simplifies data exploration and analysis by intelligently guiding you at every turn, from data preparation to forecasting to automation. powered by Amazon Bedrock Domo.AI

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Software Architect Generative AI AI AI 119

Marktechpost

JANUARY 3, 2024

Some notable highlights include the ability to chain multiple LLM models for intricate pipelines, a vector database with connectors to enhance LLM responses using private data, app templates for quick use-case-specific development, collaborative app editing, and prompt engineering capabilities.

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LLM Large Language Models Chatbots Machine Learning 130