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. link] MetaGPT Demo Run MetaGPT provided a system design document in Markdown—a commonly used lightweight markup language.

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Python Software Development OpenAI Software Engineer 326

AWS Machine Learning Blog

DECEMBER 5, 2024

With the launch of the Automated Reasoning checks in Amazon Bedrock Guardrails (preview), AWS becomes the first and only major cloud provider to integrate automated reasoning in our generative AI offerings. Click on the image below to see a demo of Automated Reasoning checks in Amazon Bedrock Guardrails.

Responsible AI 100

Responsible AI AI Tools AI AI 100

ODSC - Open Data Science

MARCH 20, 2025

These AI & Data Engineering Sessions Are a Must-Attend at ODSC East2025 Whether youre navigating AI decision support, technical debt in data engineering, or the future of autonomous agents, these sessions provide actionable strategies, real-world case studies, and cutting-edge frameworks to help you stayahead.

ETL 52

ETL Prompt Engineer Prompt Engineering Data Science 52

IBM Journey to AI blog

MARCH 4, 2024

How can you master prompt engineering? When should you prompt-tune or fine-tune? For instance, when automating password change requests, do you need a 175 billion parameter public foundation model, a fine-tuned smaller model, or AI orchestration to call APIs? Do you use gen AI out of the box?

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AI AI Artificial Intelligence Artificial Intelligence 300

O'Reilly Media

MARCH 25, 2025

Someone hacks together a quick demo with ChatGPT and LlamaIndex. The system is inconsistent, slow, hallucinatingand that amazing demo starts collecting digital dust. Check out the graph belowsee how excitement for traditional software builds steadily while GenAI starts with a flashy demo and then hits a wall of challenges?

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LLM Software Development Prompt Engineer Prompt Engineering 69

AWS Machine Learning Blog

OCTOBER 8, 2024

Sonnet on Amazon Bedrock, we build a digital assistant that automates document processing, identity verifications, and engages customers through conversational interactions. As a result, customers can be onboarded in a matter of minutes through secure, automated workflows. Using Anthropic’s Claude 3.5

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Automation Prompt Engineer Prompt Engineering Machine Learning 103

ODSC - Open Data Science

SEPTEMBER 19, 2024

The Rise of Deepfakes and Automated Prompt Engineering: Navigating the Future of AI In this podcast recap with Dr. Julie Wall of the University of West London, we discuss two big topics in generative AI: deepfakes and automated prompted engineering.

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Prompt Engineering Prompt Engineer AI Automation Automation 40

Snorkel AI

MARCH 26, 2025

Data scientists and SMEs use this ground truth to guide iterations on the LLM-as-judge prompt template. The team may embed some of the SMEs labels and explanations directly in the template as a form of prompt engineering known as few shot learning. Book a demo today. This takes several forms.

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LLM Data Scientist Prompt Engineer Prompt Engineering 52

ODSC - Open Data Science

MARCH 13, 2025

Between an Expo & Demo Hall, amazing keynote speakers, and networking events, heres a rundown of everything you can do with a free ODSC East ExpoPass. Meta Aims to Bring AI Agents to Millions of Businesses Meta is bringing AI agents to businesses of all sizes, making advanced AI accessible to small enterprises to automate tasks andmore.

Data Science 52

Data Science Prompt Engineer Prompt Engineering ML 52

Towards AI

APRIL 7, 2024

The technique of giving instructions to an LLM to attain a desired outcome is termed “Prompt Engineering” and has quickly become an essential skill for anyone working with LLMs. Crafting prompts that provide effective stepwise guidance demands care and can prove difficult for complex domains necessitating expert knowledge.

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LLM Auto-complete Prompt Engineer Prompt Engineering 104

AWS Machine Learning Blog

NOVEMBER 22, 2023

Interact with several demos that feature new applications, including a competition that involves using generative AI tech to pilot a drone around an obstacle course. This session uses the Claude 2 LLM as an example of how prompt engineering helps to solve complex customer use cases. Reserve your seat now! Reserve your seat now!

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ML Generative AI Machine Learning Prompt Engineer 127

AWS Machine Learning Blog

NOVEMBER 19, 2024

As attendees circulate through the GAIZ, subject matter experts and Generative AI Innovation Center strategists will be on-hand to share insights, answer questions, present customer stories from an extensive catalog of reference demos, and provide personalized guidance for moving generative AI applications into production.

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ML Generative AI AI AI 85

Marktechpost

JULY 19, 2023

Large language models can swiftly adapt to new tasks utilizing in-context learning by being given a few demos and real language instructions. Also, the framework chooses and employs the best suitable tools (such as search engines and code execution) at each stage.

Large Language Models 52

Large Language Models Automation Prompt Engineer Prompt Engineering 52

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.

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LLM Prompt Engineer Prompt Engineering Large Language Models 108

AWS Machine Learning Blog

DECEMBER 22, 2023

on Amazon Bedrock to complete the desired task through a series of carefully self-generated text inputs known as prompts. The primary objective of prompt engineering is to elicit specific and accurate responses from the FM. The agent is equipped with tools that include an Anthropic Claude 2.1 The agent uses Anthropic Claude 2.1

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Generative AI Automation Chatbots AI 116

ODSC - Open Data Science

AUGUST 14, 2023

I often find myself saying something similar, but adding examples that people can easily relate to, like recommendation engines on Amazon, chatbots, and so on. Really, AI isn’t this grandiose robot that’s here to take over the world; AI is just a tool to help us automate, discover, and understand the data that’s already around us.

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Artificial Intelligence Artificial Intelligence Data Science Explainability 98

John Snow Labs

SEPTEMBER 26, 2024

End-to-end use case of Automated non-fiction research and writing. Audience Takeaways: Hands-on Resources: Attendees will see an interactive demo of the working code Free community: Opportunity to join and learn from the author’s Generative AI community.

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Prompt Engineering Prompt Engineer Generative AI Automation 52

AWS Machine Learning Blog

FEBRUARY 25, 2025

By automating initial error analysis and providing targeted solutions or guidance, you can improve operational efficiency and focus on solving complex infrastructure challenges within your organizations compliance framework. Clean up The services used in this demo can incur costs.

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Generative AI Prompt Engineer Prompt Engineering AI 63

Flipboard

NOVEMBER 27, 2024

The following demo highlights the solution in action, providing an end-to-end walkthrough of how naturalization applications are processed. The following screenshot shows the Upload documents page of the developed demo. Sonnet alongside prompt engineering techniques to refine outputs and meet specific requirements with precision.

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LLM Data Extraction Explainability Prompt Engineer 65

AWS Machine Learning Blog

JULY 29, 2024

Salesforce Data Cloud and Einstein Model Builder Salesforce Data Cloud is a data platform that unifies your company’s data, giving every team a 360-degree view of the customer to drive automation and analytics, personalize engagement, and power trusted AI. To learn more and start building, refer to the following resources.

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Generative AI LLM Large Language Models AI 112

Heartbeat

AUGUST 4, 2023

SAM Demo of Photo by Andre Hunter on Unsplash Natural Language Processing (NLP) studies have revolutionized in the last five years with large datasets and pre-trained, zero-shot, and few-shot generalizations. 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

AWS Machine Learning Blog

MAY 17, 2023

Solution overview The Meeting Notes Generator Solution creates an automated serverless pipeline using AWS Lambda for transcribing and summarizing audio and video recordings of meetings. From the list of S3 buckets, choose the S3 bucket created by the CloudFormation template named meeting-note-generator-demo-bucket-. format(' '.join(chunk_summaries),

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Large Language Models Auto-complete ML Generative AI 80

ODSC - Open Data Science

OCTOBER 6, 2023

Be sure to check out his talk, “ Prompt Optimization with GPT-4 and Langchain ,” there! The difference between the average person using AI and a Prompt Engineer is testing. Most people run a prompt 2–3 times and find something that works well enough. In an industry where time is money, this feature is invaluable.

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Prompt Engineering Prompt Engineer Python Data Science 52

ODSC - Open Data Science

SEPTEMBER 20, 2023

Confirmed sessions include: Personalizing LLMs with a Feature Store Understanding the Landscape of Large Models Building LLM-powered Knowledge Workers over Your Data with LlamaIndex General and Efficient Self-supervised Learning with data2vec Towards Explainable and Language-Agnostic LLMs Fine-tuning LLMs on Slack Messages Beyond Demos and Prototypes: (..)

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Generative AI Large Language Models Data Science Explainability 98

Snorkel AI

JANUARY 4, 2023

One thing that I wanted to jump in on for a bit is the advent of prompt engineering and how you view that. I’ll draw a quick parallel back to some of the pre-prompting, pre-large language model week supervision work that you’re deeply familiar with that we worked on in the lab. Or do you view it a different way?

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Prompt Engineering Prompt Engineer Large Language Models ML 52

Robot Writers AI

JUNE 4, 2023

Master of Multiplicity: New AI Tool Automates Endless New Versions of Your Social Media Posts: Clearview Social has rolled-out a new tool that will auto-rework your social media posts so you can post multiple versions of the same post on myriad social networks. Dubbed ‘Social Shuffle,’ the tool uses ChatGPT as its writing engine.

ChatGPT 52

ChatGPT Prompt Engineer Prompt Engineering Robotics 52

ODSC - Open Data Science

APRIL 21, 2023

With its applications in creativity, automation, business, advancements in NLP, and deep learning, the technology isn’t only opening new doors, but igniting the public imagination. Once the workshop is over, participants will have fine-tuned and prompt-engineered state-of-the-art models like BART and XLM-Roberta.

Generative AI 52

Generative AI Large Language Models Prompt Engineer Prompt Engineering 52

ODSC - Open Data Science

OCTOBER 24, 2024

From Prototype to Production: Mastering LLMOps, Prompt Engineering, and Cloud Deployments This post is meant to walk through some of the steps of how to take your LLMs to the next level, focusing on critical aspects like LLMOps, advanced prompt engineering, and cloud-based deployments. Who’s Attending ODSC West 2024?

ML 52

ML LLM Data Science Robotics 52

AWS Machine Learning Blog

AUGUST 9, 2023

This often means creating a large number of sample images of the product and clever prompt engineering, which makes the task difficult at scale. This breakthrough technology revolutionizes image processing workflows by automating the time-consuming and labor-intensive task of manually creating masks.

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Generative AI Computer Vision Machine Learning AI 85

AWS Machine Learning Blog

AUGUST 26, 2024

Prompt engineering We provided a prompt to convert English text to an ASL gloss along with the input text message to the Amazon Bedrock API to invoke Anthropic Claude. We use the few-shot prompting technique by providing a few examples to produce an accurate ASL gloss.

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Generative AI DevOps AI AI 113

Applied Data Science

DECEMBER 23, 2022

Linking to demos so that you can also review them yourself Have you been finding the leaps of AI in the last past years impressive? Biology We provide links to all currently available demos: many of this year’s inventions come with a demo that allows you to personally interact with a model. Text-to-Image generation ?

Neural Network 52

Neural Network Data Science AI AI 52

deepsense.ai

APRIL 25, 2024

Using the Ragas library, we evaluated their question-answering quality by combining human assessment with automated LLM-based metrics. We gauged the impact of different quantization levels and prompt engineering on response quality. Methods and Tools Let’s start with the inference engine for the Small Language Model.

Prompt Engineer 52

Prompt Engineer Prompt Engineering Inference Engine LLM 52

The MLOps Blog

JUNE 27, 2023

This includes features for hyperparameter tuning, automated model selection, and visualization of model metrics. Automated pipelining and workflow orchestration: Platforms should provide tools for automated pipelining and workflow orchestration, enabling you to define and manage complex ML pipelines.

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Machine Learning Metadata Data Scientist Data Quality 134

AWS Machine Learning Blog

SEPTEMBER 25, 2024

Built on AWS technologies like AWS Lambda , Amazon API Gateway , and Amazon DynamoDB , this tool automates the creation of customizable templates and supports both text and image inputs. On the Activity page, you can choose a prompt template to generate output based on provided input.

Generative AI 86

Generative AI AI AI AI Modeling 86

ODSC - Open Data Science

FEBRUARY 8, 2024

You’ll explore the breadth of capabilities of state-of-the-art LLMs like GPT-4 can deliver through hands-on code demos that leverage the Hugging Face and PyTorch Lightning Python libraries. Ditch all your tedious social plans and learn how to make your own AI friend powered by Large Language Models in this tutorial from Benjamin Batrosky.

Big Data 52

Big Data Large Language Models Data Science Deep Learning 52

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.

Generative AI 137

Generative AI AI AI Data Analysis 137

ODSC - Open Data Science

FEBRUARY 6, 2024

You’ll explore the breadth of capabilities of state-of-the-art LLMs like GPT-4 can deliver through hands-on code demos that leverage the Hugging Face and PyTorch Lightning Python libraries. Ditch all your tedious social plans and learn how to make your own AI friend powered by Large Language Models in this tutorial from Benjamin Batrosky.

Large Language Models 52

Large Language Models Big Data LLM Data Science 52