Flipboard

JUNE 13, 2023

Redfin Photo) “We’ve already found a number of places where AI tools are making our engineers more efficient. ” I’ve found that GPT-4 can efficiently handle the mundane parts, allowing me to focus on the higher-level planning and prompt engineering to get the whole project up and running.

Generative AI 175

Generative AI Auto-complete Software Engineer AI 175

AWS Machine Learning Blog

AUGUST 14, 2023

To learn more about instruction tuning, refer to Zero-shot prompting for the Flan-T5 foundation model in Amazon SageMaker JumpStart. Zero-shot learning in NLP allows a pre-trained LLM to generate responses to tasks that it hasn’t been specifically trained for. Topic: business ### Message: I am trying to cook chicken with tomatoes.

NLP 71

NLP Robotics Prompt Engineer Prompt Engineering 71

Snorkel AI

JUNE 7, 2023

LLMOps: Making LLM Applications Production-Grade Matei Zaharia, co-founder and chief technologist at Databricks , discussed techniques for transforming large language models into reliable, production-grade applications. Panel – Adopting AI: With Power Comes Responsibility Harvard’s Vijay Janapa Reddi, JPMorgan Chase & Co.’s

Data Scientist 52

Data Scientist Large Language Models Machine Learning AI 52

Snorkel AI

JUNE 7, 2023

LLMOps: Making LLM Applications Production-Grade Matei Zaharia, co-founder and chief technologist at Databricks , discussed techniques for transforming large language models into reliable, production-grade applications. Panel – Adopting AI: With Power Comes Responsibility Harvard’s Vijay Janapa Reddi, JPMorgan Chase & Co.’s

Data Scientist 52

Data Scientist Large Language Models Machine Learning AI 52

Heartbeat

FEBRUARY 8, 2024

This evolution paved the way for the development of conversational AI. The recent rise of Large Language Models (LLMs) has been a game changer for the ChatBot industry. These models are trained on extensive data and have been the driving force behind conversational tools like BARD and ChatGPT. Run the following command:

Conversational AI 52

Conversational AI Chatbots LLM Prompt Engineer 52

Analytics Vidhya

JUNE 6, 2023

They power virtual assistants, chatbots, AI systems, and other applications, allowing us to communicate with them in natural language. One can use a few tips and […] The post Mastering LLMs: A Comprehensive Guide to Efficient Prompting appeared first on Analytics Vidhya.

Chatbots 298

Chatbots Prompt Engineer Prompt Engineering Large Language Models 298

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. " tools[2].description

Convolutional Neural Networks 52

Convolutional Neural Networks Neural Network Deep Learning Computer Scientist 52

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

AWS Machine Learning Blog

SEPTEMBER 15, 2023

Large language model (LLM) agents are programs that extend the capabilities of standalone LLMs with 1) access to external tools (APIs, functions, webhooks, plugins, and so on), and 2) the ability to plan and execute tasks in a self-directed fashion. We conclude the post with items to consider before deploying LLM agents to production.

LLM 102

LLM Prompt Engineer Prompt Engineering Large Language Models 102

AssemblyAI

MAY 23, 2023

The widespread use of ChatGPT has led to millions embracing Conversational AI tools in their daily routines. Large Language Models In recent years, LLM development has seen a significant increase in size, as measured by the number of parameters. Determining the necessary data for training an LLM is challenging.

Large Language Models 130

Large Language Models Neural Network LLM Chatbots 130

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 114

Insight Engine Generative AI LLM AI 114

ODSC - Open Data Science

MAY 1, 2023

A big way is with containerization by using tools such as Docker to package an LLM and its dependencies into a single container. Monitoring Models Monitoring LLM models in production is critical to ensure that they are performing well and meeting the needs of users.

Large Language Models 97

Large Language Models Data Scientist NLP LLM 97

AWS Machine Learning Blog

MAY 3, 2023

Generative AI (GenAI) and large language models (LLMs), such as those available soon via Amazon Bedrock and Amazon Titan are transforming the way developers and enterprises are able to solve traditionally complex challenges related to natural language processing and understanding. The response from the LLM is sent back to the user.

Large Language Models 67

Large Language Models Generative AI LLM Chatbots 67

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. Prompting is great to get a head-start into pre-trained models.

AI 59

AI AI UX Design Automation 59

Unite.AI

SEPTEMBER 4, 2023

However, the world of LLMs isn't simply a plug-and-play paradise; there are challenges in usability, safety, and computational demands. In this article, we will dive deep into the capabilities of Llama 2 , while providing a detailed walkthrough for setting up this high-performing LLM via Hugging Face and T4 GPUs on Google Colab.

ChatGPT 290

ChatGPT Auto-complete Large Language Models LLM 290

AWS Machine Learning Blog

NOVEMBER 26, 2023

In this post, we talk about how generative AI is changing the conversational AI industry by providing new customer and bot builder experiences, and the new features in Amazon Lex that take advantage of these advances. If the LLM is able to provide a value upon slot retry, the user can continue with the conversation as normal.

Generative AI 99

Generative AI Neural Network LLM Conversational AI 99

Unite.AI

AUGUST 8, 2023

Generative AI Types: Text to Text, Text to Image Transformers & LLM The paper “ Attention Is All You Need ” by Google Brain marked a shift in the way we think about text modeling. BLOOM BigScience 176 billion Downloadable Model, Hosted API Available Multilingual LLM developed by global collaboration. How Are LLMs Used?

Generative AI 243

Generative AI ChatGPT Neural Network Convolutional Neural Networks 243

Topbots

JULY 14, 2023

Thanks to the ability of Large Language Models (LLM) to process and understand texts, they can assist in reading texts and generating accurate summaries or standardizing information. In this article, we will explore the utilization of ChatGPT as a powerful summarization agent for our custom applications.

ChatGPT 52

ChatGPT Natural Language Processing LLM Prompt Engineer 52

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. Query validation and improvement To constrain the LLM output, we can introduce additional mechanisms for validating and improving the query.

Auto-complete 52

Auto-complete Algorithm Data Scientist Auto-classification 52

Topbots

JUNE 6, 2023

In October 2022, I published an article on LLM selection for specific NLP use cases , such as conversation, translation and summarisation. Since then, AI has made a huge step forward, and in this article, we will review some of the trends of the past months as well as their implications for AI builders.

LLM 105

LLM ChatGPT Prompt Engineer Prompt Engineering 105