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 67

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

AWS Machine Learning Blog

JULY 26, 2023

As an added bonus, we’ll walk you through a Stable Diffusion deep dive, prompt engineering best practices, standing up LangChain, and more. Hands-on walk through: Foundation Models on SageMaker Lesson 1 slides Lesson 1 hands-on demo resources 2. More of a reader than a video consumer?

Generative AI 91

Generative AI Prompt Engineer Prompt Engineering Large Language Models 91

Flipboard

MARCH 31, 2025

Amazon Bedrock manages prompt engineering, memory, monitoring, encryption, user permissions, and API invocation. You dont have to provision capacity, manage infrastructure, or write custom code. BedrockInvokeAgentTool enables CrewAI agents to invoke Amazon Bedrock agents and use their capabilities within your workflows.

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LLM Automation Generative AI AI Automation 177

IBM Journey to AI blog

MAY 13, 2024

This involves using academic benchmarks and domain-specific data sets to evaluate output quality and tweaking the model, for example, through prompt engineering or model tuning to optimize its performance. Test model options : Conduct tests to see if the model performs as expected under conditions that mimic real-world scenarios.

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Generative AI AI AI Prompt Engineer 225

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

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.

LLM 52

LLM Data Scientist Prompt Engineer Prompt Engineering 52

IBM Journey to AI blog

MARCH 4, 2024

How can you master prompt engineering? When should you prompt-tune or fine-tune? If so, where will it run? Should you use a retrieval augmented generation (RAG) model by pairing your data with a public foundation model? Do you use gen AI out of the box? Which approach requires on-premises GPUs?

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AI AI Artificial Intelligence Artificial Intelligence 300

Unite.AI

SEPTEMBER 11, 2023

link] MetaGPT Demo Run MetaGPT provided a system design document in Markdown—a commonly used lightweight markup language. Use-Case Illustration I gave the objective to develop a CLI-based rock, paper, and scissors game, and MetaGPT successfully executed the task. Below is a video that showcases the actual run of the generated game code.

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Python Software Development Software Engineer OpenAI 326

AWS Machine Learning Blog

DECEMBER 5, 2024

Used alongside other techniques such as prompt engineering, RAG, and contextual grounding checks, Automated Reasoning checks add a more rigorous and verifiable approach to enhancing the accuracy of LLM-generated outputs. 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

DECEMBER 26, 2024

Quick Builder Demos Coming to the AI BuildersSummit These 10-minute workshops are all about bringing awesome AI applications to liferapidly building AI-driven solutions like chatbots, AI agents, and RAG systems in real time. ODSC Highlights !New!

Data Science 52

Data Science Prompt Engineer Prompt Engineering AI 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. For these 15 speakers, attendees have made it clear that theyre fan-favorites and are back with new talks & workshops for ODSC East2025. What Can You Do With a Free ODSC East ExpoPass?

Data Science 52

Data Science Prompt Engineer Prompt Engineering ML 52

Marktechpost

MAY 30, 2024

It teaches about the generative AI workflow and how to use Vertex AI Studio for Gemini multimodal applications, prompt design, and model tuning. Prompt Design in Vertex AI This course covers prompt engineering, image analysis, and multimodal generative techniques in Vertex AI.

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Artificial Intelligence Artificial Intelligence BERT Computer Vision 130

AWS Machine Learning Blog

MAY 13, 2024

In this part of the blog series, we review techniques of prompt engineering and Retrieval Augmented Generation (RAG) that can be employed to accomplish the task of clinical report summarization by using Amazon Bedrock. It can be achieved through the use of proper guided prompts. There are many prompt engineering techniques.

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Generative AI Prompt Engineer Prompt Engineering LLM 123

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

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

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.

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LLM Auto-complete Prompt Engineer Prompt Engineering 104

AWS Machine Learning Blog

JUNE 4, 2024

In addition to deploying the solution, we’ll also teach you the intricacies of prompt engineering in this post. In this demo, an outbound call is made using the CreateSipMediaApplicationCall API. If no names are identified by the LLM, we prompted the model to return an Unknown tag. What’s another one? Any of those?

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LLM Prompt Engineer Prompt Engineering Large Language Models 108

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. They are looking to engineer a proof-of-concept demo to start a company potentially. Meme of the week!

Large Language Models 97

Large Language Models Prompt Engineer Prompt Engineering LLM 97

John Snow Labs

SEPTEMBER 26, 2024

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. Best Practices Guide: PDF detailing optimal workflows, prompt engineering techniques with lessons learnt.

Prompt Engineer 52

Prompt Engineer Prompt Engineering Generative AI Automation 52

AWS Machine Learning Blog

DECEMBER 14, 2023

Effective prompts should provide clear instructions while leaving room for creativity. To address the challenge of prompt engineering, the industry has explored various approaches: Prompt libraries – Some companies curate libraries of pre-written prompts that you can access and customize.

Natural Language Processing 111

Natural Language Processing Prompt Engineer Prompt Engineering LLM 111

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

FEBRUARY 25, 2025

Clean up The services used in this demo can incur costs. By using the capabilities of Amazon Bedrock Agents, it offers a scalable and intelligent approach to managing IaC challenges in large, multi-account AWS environments. Example 2: The following screenshot shows an example of a Terraform error due to a missing variable value.

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Generative AI Prompt Engineer Prompt Engineering AI 63

AWS Machine Learning Blog

OCTOBER 8, 2024

Prompt design for agent orchestration Now, let’s take a look at how we give our digital assistant, Penny, the capability to handle onboarding for financial services. The key is the prompt engineering for the custom LangChain agent. Prompt design is key to unlocking the versatility of LLMs for real-world automation.

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Automation Prompt Engineer Prompt Engineering Machine Learning 103

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

JULY 29, 2024

Registered models can then be used in Prompt Builder , a newly launched, low-code prompt engineering tool that allows Salesforce admins to build, test, and fine-tune trusted AI prompts that can be used across the Salesforce platform. To learn more and start building, refer to the following resources.

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Generative AI LLM Large Language Models AI 112

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

AWS Machine Learning Blog

SEPTEMBER 15, 2023

The data source in a real-world scenario could be a highly scalable NoSQL database such as DynamoDB , but this solution employs simple Python Dict with sample data for demo purposes. Additional functionalities can be added to the agent by adding Retrieval Tools and modifying prompts accordingly.

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LLM Prompt Engineer Prompt Engineering Large Language Models 119

ODSC - Open Data Science

AUGUST 14, 2023

You don’t need a machine learning engineer to use AI, as you just need someone internet and tech-savvy to be able to use and master it. Once you’re comfortable with the basics, you can then explore prompt engineering and really fine-tune how you use AI. It’s not right for my industry” My dude, everyone can benefit from AI.

Artificial Intelligence 98

Artificial Intelligence Artificial Intelligence Explainability Data Science 98

Snorkel AI

AUGUST 9, 2023

However, as enterprises begin to look beyond proof-of-concept demos and toward deploying LLM-powered applications on business-critical use cases, they’re learning that these models (often appropriately called “ foundation models ”) are truly foundations, rather than the entire house. Prompt-Engineered GPT 4.0 F1 —a boost of 6.3

LLM 52

LLM Prompt Engineer Prompt Engineering NLP 52

Snorkel AI

OCTOBER 13, 2023

Improved response times: Customized models require fewer tokens in their prompts, allowing the model to arrive at an answer more quickly. This reduces prompt engineering and delivers users an acceptable response in fewer attempts, thereby reducing costs. Book a demo today. Turbo via OpenAI’s APIs in a standard notebook.

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Prompt Engineer Prompt Engineering Large Language Models OpenAI 64

AWS Machine Learning Blog

MAY 17, 2023

From the list of S3 buckets, choose the S3 bucket created by the CloudFormation template named meeting-note-generator-demo-bucket-. When the status is Complete , return to the Amazon S3 console and open the demo bucket. Complete the following steps: On the Amazon S3 console, choose Buckets in the navigation pane. Choose Create folder.

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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.

Prompt Engineer 52

Prompt Engineer Prompt Engineering Python Data Science 52

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

Heartbeat

JANUARY 19, 2024

As prompt engineering is fundamentally different from training machine learning models, Comet has released a new SDK tailored for this use case comet-llm. In this article you will learn how to log the YOLOPandas prompts with comet-llm, keep track of the number of tokens used in USD($), and log your metadata.

LLM 52

LLM Metadata Prompt Engineer Prompt Engineering 52

AWS Machine Learning Blog

APRIL 3, 2023

We cover prompts for the following NLP tasks: Text summarization Common sense reasoning Question answering Sentiment classification Translation Pronoun resolution Text generation based on article Imaginary article based on title Code for all the steps in this demo is available in the following notebook. xlarge instance.

Natural Language Processing 88

Natural Language Processing NLP Prompt Engineer Prompt Engineering 88

Robot Writers AI

JUNE 4, 2023

Dubbed ‘Social Shuffle,’ the tool uses ChatGPT as its writing engine. Columnist Demo: Hey Look — A Writing Can Do My Job: A tongue-in-cheek piece auto-written for a local paper used an AI writer to auto-produce a column for the paper after the human writer behind it got stuck for ideas.

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ChatGPT Prompt Engineer Prompt Engineering Robotics 52