ODSC - Open Data Science

SEPTEMBER 28, 2023

5 Must-Have Skills to Get Into Prompt Engineering From having a profound understanding of AI models to creative problem-solving, here are 5 must-have skills for any aspiring prompt engineer. The Implications of Scaling Airflow Wondering why you’re spending days just deploying code and ML models?

Prompt Engineer 52

Prompt Engineer Prompt Engineering LLM Data Scientist 52

Marktechpost

AUGUST 10, 2024

However, their application in requirement engineering, a crucial aspect of software development, remains underexplored. Software engineers have shown reluctance to use LLMs for higher-level design tasks due to concerns about complex requirement comprehension.

Software Engineer 115

Software Engineer LLM Large Language Models Categorization 115

Marktechpost

NOVEMBER 14, 2024

Large Language Models (LLMs) have revolutionized various domains, with a particularly transformative impact on software development through code-related tasks. The emergence of tools like ChatGPT, Copilot, and Cursor has fundamentally changed how developers work, showcasing the potential of code-specific LLMs.

LLM 92

LLM Large Language Models Algorithm Software Engineer 92

TheSequence

MARCH 11, 2024

As CTO of Humanloop , Peter has assisted companies such as Duolingo, Gusto, and Vanta in solving LLM evaluation challenges for AI applications with millions of daily users. Today, Peter shares his insights on LLM evaluations. This post is a shortened version of Peter’s original blog, titled 'Evaluating LLM Applications '.

LLM 52

LLM Categorization Software Development Prompt Engineer 52

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. Every financial service aims to craft its own fine-tuned LLMs using open-source models like LLAMA 2 or Falcon.

Generative AI 304

Generative AI Large Language Models Prompt Engineer Prompt Engineering 304

Towards AI

NOVEMBER 5, 2024

What happened this week in AI by Louie This week, we saw many more incremental model updates in the LLM space, together with further evidence of LLM coding assistants gaining traction. Microsoft’s GitHub Copilot is also enhancing its LLM-powered coding toolkit and expanding beyond its OpenAI dependency. and Gemini 1.5

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LLM OpenAI Prompt Engineer Prompt Engineering 91

Marktechpost

JULY 21, 2024

Large language models (LLMs) have revolutionized the field of artificial intelligence, enabling the creation of language agents capable of autonomously solving complex tasks. However, the development of these agents faces significant challenges. These approaches fall into two categories: prompt-based and search-based.

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Artificial Intelligence Artificial Intelligence Neural Network Large Language Models 116

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. As enterprises and startups increasingly integrate LLMs into their workflows, the future of programming is set to undergo significant changes.

Neural Network 111

Neural Network LLM Prompt Engineer Prompt Engineering 111

AWS Machine Learning Blog

NOVEMBER 15, 2024

GoDaddy Lighthouse is an insights solution powered by large language models (LLMs) that allows prompt engineers throughout the company to craft, manage, and evaluate prompts using a portal where they can interact with an LLM of their choice.

LLM 105

LLM Prompt Engineer Prompt Engineering Generative AI 105

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. Enter MetaGPT — a Multi-agent system that utilizes Large Language models by Sirui Hong fuses Standardized Operating Procedures (SOPs) with LLM-based multi-agent systems.

Python 328

Python OpenAI Software Development Software Engineer 328

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 raw data is processed by an LLM using a preconfigured user prompt. The LLM generates output based on the user prompt. The Step Functions workflow starts.

Automation 126

Automation Prompt Engineer Prompt Engineering Categorization 126

Flipboard

DECEMBER 6, 2023

The following are some of the experiments that were conducted by the team, along with the challenges identified and lessons learned: Pre-training – Q4 understood the complexity and challenges that come with pre-training an LLM using its own dataset. The context is finally used to augment the input prompt for a summarization step.

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Chatbots LLM Prompt Engineer Prompt Engineering 168

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. Why are these elements so important? monitoring and automation).

Large Language Models 98

Large Language Models LLM Machine Learning Automation 98

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

Generative AI 52

Generative AI Large Language Models Prompt Engineer Prompt Engineering 52

Towards AI

MARCH 15, 2024

Photo by Martin Martz on Unsplash A new trend has recently reshaped our approach to building software applications: the rise of large language models (LLMs) and their integration into software development. Let’s look at LLM-powered application characters first.

Large Language Models 101

Large Language Models LLM Software Engineer Prompt Engineer 101

ODSC - Open Data Science

SEPTEMBER 20, 2023

Adam Ross Nelson on Confident Data Science In this interview, we talk about what confident data science is, how data scientists can confidently and ethically use AI, and emerging fields like prompt engineering. How to Land a Job After a Data Science Bootcamp You just finished your data science bootcamp, what’s next? Sale ends Thursday!

Generative AI 98

Generative AI Prompt Engineer Prompt Engineering Data Scientist 98

Towards AI

AUGUST 31, 2023

Part 1 — Understanding Prompt Engineering Techniques This member-only story is on us. Prompting techniques. If you still don’t know what prompting is, then you are probably living under a rock or probably just woke up from a comma. A good prompt can generate great results whereas a bad prompt can spoil the experience.

OpenAI 105

OpenAI Prompt Engineer Prompt Engineering LLM 105

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. These names are extracted from the transcript itself when a person introduces themselves and then are returned as output in JSON format by the LLM. Human: You are a meeting transcript names extractor. spk_0: Yeah.

LLM 118

LLM Prompt Engineer Prompt Engineering Large Language Models 118

Towards AI

MARCH 28, 2024

This week, I’m super excited to announce that we are finally releasing our book, ‘Building AI for Production; Enhancing LLM Abilities and Reliability with Fine-Tuning and RAG,’ where we gathered all our learnings. The design is similar to a traditional application but considers LLM-powered application-specific characters and components.

Large Language Models 70

Large Language Models Prompt Engineer Prompt Engineering AI 70

AWS Machine Learning Blog

MAY 21, 2024

To do so, journalists first invoke a rewrite of the article by an LLM using Amazon Bedrock. For this, we use a low-temperature single-shot prompt that instructs the LLM not to reinterpret the article during the rewrite, and to keep the word count and structure as similar as possible.

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Generative AI Prompt Engineer Prompt Engineering Metadata 129

ODSC - Open Data Science

JULY 26, 2024

Gen AI in Software Development. Mabel Geronimo | Senior Solutions Engineer | GitHub Dive into the exciting world of AI-assisted development tools to explore the valuable lessons learned and common use cases observed by customers around the globe. What should you be looking for?

Data Scientist 52

Data Scientist Robotics Metadata Data Science 52

AWS Machine Learning Blog

AUGUST 22, 2024

Verisk’s evaluation involved three major parts: Prompt engineering – Prompt engineering is the process where you guide generative AI solutions to generate desired output. Verisk framed prompts using their in-house clinical experts’ knowledge on medical claims. He helps enterprise customers in the Northeast U.S.

Generative AI 113

Generative AI Auto-complete Software Development Automation 113

ODSC - Open Data Science

SEPTEMBER 13, 2023

What It’s Like to Be a Prompt Engineer Prompt engineers work closely with other engineers, scientists, and product managers to ensure that LLMs are accurate, reliable, and scalable. Indigos-Inspired Machine Learning as a Poetic Search for Insight Tired of love songs and sad poems?

Prompt Engineer 52

Prompt Engineer Prompt Engineering Data Scientist Machine Learning 52

Flipboard

JUNE 13, 2023

Diamond Bishop , CEO and co-founder at Augmend , a Seattle collaboration software startup Diamond Bishop, CEO of Augmend. Augmend Photo) “AI is making it so small startups like ours can accelerate all aspects of the software development lifecycle.

Generative AI 181

Generative AI Auto-complete Software Engineer AI 181

AWS Machine Learning Blog

AUGUST 15, 2024

With prompt engineering, managed RAG workflows, and access to multiple FMs, you can provide your customers rich, human agent-like experiences with precise answers. The text generation LLM can optionally be used to create the search query and synthesize a response from the returned document excerpts.

Chatbots 128

Chatbots Generative AI AI Chatbots LLM 128

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. Get hands-on experience with Amazon Q Developer to learn how it can help you understand, build, and operate AWS applications.

ML 89

ML Generative AI AI AI 89

AWS Machine Learning Blog

NOVEMBER 6, 2023

In this example, we use our Live Call Analytics with Agent Assist (LCA) solution to generate real-time call transcriptions and call summaries with LLMs hosted on Amazon Bedrock. Example call summarization prompt You can run LLM inferences with prompt engineering to generate and improve your call summaries.

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Automation Generative AI LLM AI 128

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. You’ll explore the challenges encountered and emerging solutions and architectures developed.

Prompt Engineer 52

Prompt Engineer Prompt Engineering Large Language Models Data Science 52

ODSC - Open Data Science

OCTOBER 16, 2024

Tutorials: Customizing AI with Synthetic Data: Techniques and Real-World Applications On-Device Multimodal Model Development and Inference Acceleration Workshops: Building an Agentic Rag Application with LangGraph Function Calling with Llama-3 Running at 1,000 tokens That’s only a preview of what we have to offer at ODSC West this year!

Data Science 40

Data Science Prompt Engineer Prompt Engineering AI Engineer 40

AWS Machine Learning Blog

AUGUST 26, 2024

It’s built on diverse data sources and a robust infrastructure layer for data retrieval, prompting, and LLM management. The following diagram illustrates the prompting framework for Account Summaries, which begins by gathering data from various sources. Role context – Start each prompt with a clear role definition.

Generative AI 126

Generative AI LLM AI AI 126

AWS Machine Learning Blog

MAY 9, 2024

LLM Linguistics – Although appropriate context can be retrieved from enterprise data sources, the underlying LLM handles linguistics and fluency. Verisk’s solution represents a compound AI system, involving multiple interacting components and making numerous calls to the LLM to furnish responses to the user.

Insight Engine 134

Insight Engine Generative AI LLM AI 134

deepsense.ai

DECEMBER 20, 2023

Next year is expected to be a year of transitioning LLM-based applications from research to production. What’s more, we collaborate closely with LangChain, the leading framework for creating LLM-powered applications. Additionally, tools to distill LLM knowledge into smaller, more efficient specialist models are yet to be developed.

AI 98

AI AI Software Development LLM 98

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.

Large Language Models 52

Large Language Models LLM Deep Learning Data Science 52

AWS Machine Learning Blog

SEPTEMBER 14, 2023

The following risks and limitations are associated with LLM based queries that a RAG approach with Amazon Kendra addresses: Hallucinations and traceability – LLMS are trained on large data sets and generate responses on probabilities. The PII is not stored, used by Amazon Kendra, or fed to the LLM.

Generative AI 122

Generative AI LLM Large Language Models Software Engineer 122

deepsense.ai

OCTOBER 30, 2023

In this blog post we walk you through our journey creating an LLM-based code writing agent from scratch – fine tuned-for your needs and processes – and we share our experience of how to improve it iteratively. Our solution excels in planning due to effective prompt engineering with few-shot examples.

Data Science 116

Data Science LLM Software Engineer Software Development 116

Pickl AI

AUGUST 2, 2023

Software Development ChatGPT can assist developers in writing code snippets, explaining complex programming concepts, or troubleshooting issues. The next opportunity is provided by the web platform Ora.sh, which facilitates the quick development of LLM apps within a shareable chat interface.

ChatGPT 52

ChatGPT Neural Network Prompt Engineer Prompt Engineering 52

ODSC - Open Data Science

SEPTEMBER 8, 2023

If you’re fascinated by data engineering, machine learning, and the pivotal role of orchestrators. Upcoming Webinars: Lightning Interview: “Your LLM, Your Data, Your Infrastructure” Fri, Sep 8, 2023 1:15–2:00 PM EDT LLMs are the biggest thing in data science and AI right now, but how do you get started?

ChatGPT 52

ChatGPT Large Language Models Data Scientist Neural Network 52