Flipboard

JUNE 13, 2023

So we taught a LLM to explain to us in plain language why the Redfin Estimate may have priced a specific home in a particular way, and then we can pass those insights via our customer service team back to the customer to help them understand what’s going on. ” Jonathan Wiggs.

Generative AI 181

Generative AI Auto-complete Software Engineer AI 181

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

Topbots

MARCH 21, 2025

The answer lies in a constellation of new techniques from prompt engineering to agentic tool use that nudge, coach, or transform LLMs into more methodical thinkers. Known as Chain-of-Thought (CoT) prompting, this method involves guiding the model to produce intermediate reasoning steps before giving a final answer.

OpenAI 40

OpenAI Prompt Engineer Prompt Engineering AI 40

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. The following sections explain how to deploy the solution in your AWS account.

Automation 106

Automation Prompt Engineer Prompt Engineering Machine Learning 106

AWS Machine Learning Blog

JULY 31, 2024

This streaming output capability is particularly useful in scenarios where real-time interaction or continuous generation is required, such as conversational AI assistants or live captioning. He holds passion about meta-agents, scalable on-demand inference, advanced RAG solutions and cost optimized prompt engineering with LLMs.

LLM 119

LLM Generative AI Prompt Engineer Prompt Engineering 119

AWS Machine Learning Blog

AUGUST 14, 2023

Prompt engineering for zero-shot and few-shot NLP tasks on BLOOM models Prompt engineering deals with creating high-quality prompts to guide the model towards the desired responses. Prompts need to be designed based on the specific task and dataset being used. The [robot] is very nice and empathetic.

NLP 82

NLP Prompt Engineer Prompt Engineering Robotics 82

AWS Machine Learning Blog

FEBRUARY 21, 2025

The concept of a compound AI system enables data scientists and ML engineers to design sophisticated generative AI systems consisting of multiple models and components. Clone the GitHub repository and follow the steps explained in the README. Set up a SageMaker notebook instance.

LLM 79

LLM AI AI Data Scientist 79

Topbots

JULY 29, 2024

Introduction to Generative AI by Google Cloud Level: Beginner Duration: Specialization with 4 courses (approximately 4 hours total) Cost: Free Instructor: Google Cloud Training Team Audience: This course is ideal for individuals looking to deepen their understanding of generative AI and large language models.

Generative AI 52

Generative AI Large Language Models Prompt Engineer Prompt Engineering 52

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 129

Insight Engine Generative AI LLM AI 129

Heartbeat

NOVEMBER 16, 2023

An In-depth Look into Evaluating AI Outputs, Custom Criteria, and the Integration of Constitutional Principles Photo by Markus Winkler on Unsplash Introduction In the age of conversational AI, chatbots, and advanced natural language processing, the need for systematic evaluation of language models has never been more pronounced.

LLM 52

LLM Chatbots Explainability Deep Learning 52

Topbots

SEPTEMBER 11, 2023

The different components of your AI system will interact with each other in intimate ways. For example, if you are working on a virtual assistant, your UX designers will have to understand prompt engineering to create a natural user flow. Well, in AI products, you can pause this fight and use both to your advantage.

UX Design 59

UX Design AI AI Automation 59

Heartbeat

DECEMBER 14, 2023

Empowering Conversational AI with Contextual Recall Photo by Fredy Jacob on Unsplash Memory in Agents Memory in Agents is an important feature that allows them to retain information from previous interactions and use it to provide more accurate and context-aware responses. We pay our contributors, and we don’t sell ads.

Convolutional Neural Networks 52

Convolutional Neural Networks Neural Network Deep Learning Computer Scientist 52

Topbots

JULY 14, 2023

Here is ChatGPT’s answer: { "sentiment": "positive", "summary": "Durable and engaging children's computer with intuitive interface and educational games.

ChatGPT 52

ChatGPT Natural Language Processing Prompt Engineer Prompt Engineering 52

Unite.AI

SEPTEMBER 4, 2023

OpenAI has provided an insightful illustration that explains the SFT and RLHF methodologies employed in InstructGPT. This mechanism informed the Reward Models, which are then used to fine-tune the conversational AI model.

ChatGPT 290

ChatGPT Auto-complete Large Language Models LLM 290

Topbots

JUNE 29, 2023

While you will absolutely need to go for this approach if you want to use Text2SQL on many different databases, keep in mind that it requires considerable prompt engineering effort. First, Text2SQL is typically applied in a conversation setting where predictions are made one-by-one. References [1] Ken Van Haren.

Algorithm 52

Algorithm Auto-complete Data Scientist Auto-classification 52

AWS Machine Learning Blog

OCTOBER 24, 2024

The generative AI–based application builder assistant from this post will help you accomplish tasks through all three tiers. It can generate and explain code snippets for UI and backend tiers in the language of your choice to improve developer productivity and facilitate rapid development of use cases.

Generative AI 90

Generative AI Large Language Models Explainability LLM 90