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. Users of the chatbot interact with Amazon Lex through the web client UI, Amazon Alexa , or Amazon Connect.

Chatbots 126

Chatbots Generative AI AI Chatbots LLM 126

Towards AI

JULY 27, 2024

Claude AI Claude AI is developed by Anthropic, an AI startup company backed by Google and Amazon, and is dedicated to developing safe and beneficial AI. It can interact with users like a normal AI chatbot; however, it also boasts some unique features that make it different from others. Let’s compare.

ChatGPT 119

ChatGPT Prompt Engineering Prompt Engineer Explainability 119

O'Reilly Media

FEBRUARY 13, 2025

Most readers get the correct answer, but when they feed the same question into an AI chatbot, the AI almost never gets it right. The AI typically explains the logic of the loop wellbut its final answer is almost always wrong , because LLM-based AIs dont execute code.

Prompt Engineering 69

Prompt Engineering Prompt Engineer AI AI 69

Towards AI

FEBRUARY 15, 2023

Meanwhile, Chinese web giant Baidu is preparing to launch a generative AI chatbot, ERNIE, later this year. What people call “Generative AI” is increasingly looking to be the next major platform for founders and startups to use to build new products. The barriers to entry to starting a business have now been reduced.

Large Language Models 98

Large Language Models Prompt Engineering Prompt Engineer AI Chatbots 98

AWS Machine Learning Blog

OCTOBER 24, 2024

Since the inception of AWS GenAIIC in May 2023, we have witnessed high customer demand for chatbots that can extract information and generate insights from massive and often heterogeneous knowledge bases. External – Customers directly chat with a generative AI chatbot. Try using another FM to evaluate or correct the answer.

Chatbots 88

Chatbots Metadata Generative AI LLM 88

Towards AI

SEPTEMBER 26, 2023

What happened this week in AI by Louie This week in AI, OpenAI again dominated the headlines as it announced the imminent rollout of new voice and image capabilities into ChatGPT. The LLM race is also continuing to heat up, with Amazon announcing significant investment into Anthropic AI.

Prompt Engineering 64

Prompt Engineering Prompt Engineer OpenAI ChatGPT 64

ODSC - Open Data Science

FEBRUARY 6, 2024

Stay at the forefront of increasingly ubiquitous technology with the leading AI training conference, ODSC East this April 23rd-25th in Boston. Check out some of the LLM-focused training sessions, workshops, and talks you’ll find at the conference. Large Language Models are everywhere these days.

Large Language Models 52

Large Language Models Big Data LLM Data Science 52

Heartbeat

FEBRUARY 8, 2024

AI Chatbots offer 24/7 availability support, minimize errors, save costs, boost sales, and engage customers effectively. Businesses are drawn to chatbots not only for the aforementioned reasons but also due to their user-friendly creation process. For this chatbot, we will be using GPT-3.5. Run the following command: !pip

Conversational AI 52

Conversational AI Chatbots LLM Prompt Engineering 52

TheSequence

JULY 23, 2023

Created Using Midjourney Next Week in The Sequence: Edge 311: Our series about foundation models continues with ReAct, a technique that combines reasoning and acting in LLMs. We review Google’s original ReAct paper and the Haystack framework for LLM-based search. 📡AI Radar AI financial planning platform Runway raised $27.5

Prompt Engineering 52

Prompt Engineering Prompt Engineer LLM Robotics 52

Heartbeat

JANUARY 9, 2024

We must create new tools and best practices to manage the LLM application lifecycle to address these issues. Adaptation to Downstream Tasks In LLMOps, "Adaptation to Downstream Tasks" refers to optimizing a large language model (LLM) that has already been trained using task-specific datasets.

Large Language Models 52

Large Language Models Natural Language Processing LLM Machine Learning 52

Towards AI

OCTOBER 17, 2023

What happened this week in AI by Louie Google joined the likes of Microsoft and Adobe to announce that they will be committed to safeguarding users of their AI services from potential lawsuits related to Intellectual Property violations, provided that these users utilize Google Cloud (Vertex AI) and Workspace (Duet AI) platforms.

Chatbots 52

Chatbots LLM AI AI 52

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 Deep Learning LLM Data Science 52

Heartbeat

DECEMBER 15, 2023

queries = [ "What are educators' main concerns regarding using AI chatbots like ChatGPT by students? . """ queries = [ "What are educators' main concerns regarding using AI chatbots like ChatGPT by students?", high school students in the context of AI chatbots?",

AI Chatbots 52

AI Chatbots LLM Chatbots NLP 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

JUNE 18, 2024

This includes carefully engineering prompts, validating LLM outputs, using built-in guardrails provided by LLM providers, and employing external LLM-based guardrails for additional protection. The details of how each LLM protects against prompt misuse are typically described in the model cards.

Prompt Engineering 124

Prompt Engineering Prompt Engineer Generative AI Responsible AI 124

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

DECEMBER 2, 2024

To address this challenge, Amazon Finance Automation developed a large language model (LLM)-based question-answer chat assistant on Amazon Bedrock. This solution empowers analysts to rapidly retrieve answers to customer queries, generating prompt responses within the same communication thread.

Automation 96

Automation Generative AI Prompt Engineering Prompt Engineer 96