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. This article lightly touches on the history and components of chatbots.

Conversational AI 52

Conversational AI Chatbots LLM Prompt Engineer 52

Unite.AI

NOVEMBER 30, 2023

Founded in 2016, Satisfi Labs is a leading conversational AI company. The platform takes conversational AI beyond the traditional chatbot by harnessing the power of LLMs such as GPT-4. Can you discuss the process for onboarding a new client and integrating conversational AI solutions?

Large Language Models 147

Large Language Models LLM Conversational AI NLP 147

Analytics Vidhya

MAY 7, 2023

ChatGPT is a groundbreaking AI-enabled tool that uses GPT-3.5 Most people use it just like Google – by putting in a keyword and hoping for […] The post How to Harness the Full Potential of ChatGPT: Tips & Prompts appeared first on Analytics Vidhya. technology to generate natural language responses to user inputs.

ChatGPT 328

ChatGPT Prompt Engineer Prompt Engineering AI 328

Flipboard

SEPTEMBER 14, 2023

Many use AI chatbots as nothing more than search engines — but with enough know-how, you can have these impressive LLMs write complicated code, debug previously written code, write copy, write music, and more. You’ll need to tailor this section based on your career field, experiences and various skills.

Artificial Intelligence 145

Artificial Intelligence Artificial Intelligence Natural Language Processing ChatGPT 145

Analytics Vidhya

MAY 8, 2023

Large language models (LLM) such as GPT-4 have significantly progressed in natural language processing and generation. These models are capable of generating high-quality text with remarkable fluency and coherence. However, they often fail when tasked with complex operations or logical reasoning.

ChatGPT 288

ChatGPT Natural Language Processing Large Language Models LLM 288

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. Dianasanimals is looking for students to test several free chatbots. If this sounds interesting, reach out in the thread!

Large Language Models 97

Large Language Models Prompt Engineer Prompt Engineering AI 97

AWS Machine Learning Blog

SEPTEMBER 15, 2023

For example, an administrative chatbot that schedules meetings would require access to employees’ calendars and email. The agent can subsequently be integrated with Amazon Lex and used as a chatbot inside websites or AWS Connect. We use prompt engineering only and Flan-UL2 model as-is without fine-tuning. He holds B.S.

LLM 135

LLM Prompt Engineer Prompt Engineering Large Language Models 135

AWS Machine Learning Blog

NOVEMBER 22, 2024

In this example, we use Anthropic’s Claude 3 Sonnet on Amazon Bedrock: # Define the model ID model_id = "anthropic.claude-3-sonnet-20240229-v1:0" Assign a prompt, which is your message that will be used to interact with the FM at invocation: # Prepare the input prompt. prompt = "Hello, how are you?"

Python 104

Python Generative AI Prompt Engineer Prompt Engineering 104

AssemblyAI

MAY 23, 2023

The widespread use of ChatGPT has led to millions embracing Conversational AI tools in their daily routines. When LLMs are used as general-purpose conversational chatbots (like ChatGPT), identifying all potential threats from mass use becomes challenging, as it is nearly impossible to predict all possible scenarios beforehand.

Large Language Models 130

Large Language Models Neural Network LLM Chatbots 130

Topbots

NOVEMBER 27, 2023

AI assistants provide intelligent code search capabilities, empowering developers to swiftly locate solutions to coding problems. While AI coding assistants often feature chatbot interfaces that allow developers to guide them through natural language prompts, this doesn’t negate the need for human expertise in coding.

Software Development 99

Software Development Generative AI Prompt Engineer Prompt Engineering 99

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 LLM is hosted on a SageMaker endpoint.

Large Language Models 103

Large Language Models Generative AI LLM Chatbots 103

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 95

NLP Robotics Prompt Engineer Prompt Engineering 95

Pickl AI

SEPTEMBER 21, 2023

ChatGPT is not just another AI model; it represents a significant leap forward in conversational AI. With its ability to engage in natural, context-aware conversations, ChatGPT is reshaping how we communicate with machines. Ensuring the safety of the model in real-world applications is paramount.

ChatGPT 52

ChatGPT Conversational AI Chatbots Natural Language Processing 52

Topbots

JULY 29, 2024

Best Practices for Prompt Engineering: Guidance on creating effective prompts for various tasks. Effective Prompt Writing: Two key principles for writing effective prompts and systematic approaches to engineering good prompts. LangChain for LLM Application Development by LangChain and DeepLearning.ai

Generative AI 52

Generative AI Large Language Models Prompt Engineer Prompt Engineering 52

Chatbots Life

APRIL 18, 2023

For at least a few years, we have known that Chatbots are coming to Search Engines. In fact, Google demoed this at the Chatbot Conference about two years ago. This is a 3-day live workshop and a hackathon where you will design, develop, and launch your chatbot using ChatGPT and Dialogflow!

ChatGPT 56

ChatGPT Chatbots Prompt Engineer Prompt Engineering 56

ODSC - Open Data Science

APRIL 21, 2023

Well, during the hackathon you’ll have access to cutting-edge tools and platforms, including Weaviate and OpenAI API & ChatGPT plugins, to work on projects such as generative search and prompt engineering. Present your innovative solution to both a live audience and a panel of judges.

Generative AI 52

Generative AI Large Language Models Prompt Engineer Prompt Engineering 52

ODSC - Open Data Science

JULY 12, 2024

Engage in our hands-on workshops on the latest LLMs, SML, and RAG techniques and their applications, from chatbots to research tools. Topics you will learn: NLP | Sentiment Analysis, Dialog Systems, Semantic Search, etc. |

Robotics 40

Robotics Deep Learning NLP Large Language Models 40

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

MARCH 18, 2024

The specialized versions of GPT come pre-configured to perform specific functions, eliminating the need for intricate prompt engineering by the user. Recognizing this barrier, OpenAI introduced custom GPTs last year, offering a solution that partially addresses this challenge.

Artificial Intelligence 52

Artificial Intelligence Artificial Intelligence AI Tools Prompt Engineer 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.

UX Design 59

UX Design AI AI Automation 59

Unite.AI

AUGUST 8, 2023

These advances have fueled applications in document creation, chatbot dialogue systems, and even synthetic music composition. Microsoft is already discontinuing its Cortana app this month to prioritize newer Generative AI innovations, like Bing Chat. Recent Big-Tech decisions underscore its significance.

Generative AI 243

Generative AI ChatGPT Neural Network Convolutional Neural Networks 243

Unite.AI

SEPTEMBER 4, 2023

This mechanism informed the Reward Models, which are then used to fine-tune the conversational AI model. The Llama 2-Chat used a binary comparison protocol to collect human preference data, marking a notable trend towards more qualitative approaches.

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. It can often be difficult to anticipate the permutations on verbiage and syntax used by customers.

Generative AI 135

Generative AI Neural Network Conversational AI Chatbots 135

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. Learning from Dialogue after Deployment: Feed Yourself, Chatbot! [15] 15] Ahmed Elgohary et al. Talk to me!

Auto-complete 52

Auto-complete Algorithm Data Scientist Auto-classification 52

Topbots

JUNE 6, 2023

Developers can now focus on efficient prompt engineering and quick app prototyping.[11] On the other hand, it is difficult to adopt a systematic approach to prompt engineering, so we quickly end up with opportunistic trial-and-error, making it hard to construct a scalable and consistent system of prompts.

LLM 102

LLM ChatGPT Prompt Engineer Prompt Engineering 102