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 67

Python Generative AI AI AI 67

AWS Machine Learning Blog

NOVEMBER 6, 2024

The rise of large language models (LLMs) and foundation models (FMs) has revolutionized the field of natural language processing (NLP) and artificial intelligence (AI). These powerful models, trained on vast amounts of data, can generate human-like text, answer questions, and even engage in creative writing tasks.

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NLP Generative AI Python Large Language Models 117

IBM Journey to AI blog

FEBRUARY 13, 2024

Generative AI represents a significant advancement in deep learning and AI development, with some suggesting it’s a move towards developing “ strong AI.” They are now capable of natural language processing ( NLP ), grasping context and exhibiting elements of creativity.

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Generative AI AI AI Chatbots 354

ODSC - Open Data Science

JULY 12, 2024

The fields of AI and data science are changing rapidly and ODSC West 2024 is evolving to ensure we keep you at the forefront of the industry with our all-new tracks, AI Agents , What’s Next in AI, and AI in Robotics , and our updated tracks NLP, NLU, and NLG , and Multimodal and Deep Learning , and LLMs and RAG.

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Robotics Deep Learning Large Language Models NLP 40

Pickl AI

SEPTEMBER 21, 2023

In this article, we will deep-dive into the captivating world of language model optimization and explore how ChatGPT has made a significant impact in the field. ChatGPT is not just another AI model; it represents a significant leap forward in conversational AI.

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ChatGPT Conversational AI Chatbots OpenAI 52

AWS Machine Learning Blog

AUGUST 14, 2023

In this post and accompanying notebook, we demonstrate how to deploy the BloomZ 176B foundation model using the SageMaker Python simplified SDK in Amazon SageMaker JumpStart as an endpoint and use it for various natural language processing (NLP) tasks. You can also access the foundation models thru Amazon SageMaker Studio.

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NLP Robotics Prompt Engineer Prompt Engineering 84

Topbots

JULY 29, 2024

Content: Introduction into LLMs: An overview of how large language models work. Best Practices for Prompt Engineering: Guidance on creating effective prompts for various tasks. Hands-on Experience: Numerous examples and interactive exercises in a Jupyter notebook environment to practice prompt engineering.

Generative AI 52

Generative AI Large Language Models Prompt Engineer Prompt Engineering 52

Snorkel AI

MAY 4, 2023

Details at a glance: Date: June 7 – 8, 2023 Time: 8am – 2:30pm PT / each day Format: Virtual and free Register for free today Data-centric AI: vital now more than ever AI has experienced remarkable advancements in recent months, driven by innovations in machine learning, particularly deep learning techniques.

Computer Vision 52

Computer Vision Large Language Models AI AI 52

Snorkel AI

MAY 4, 2023

Details at a glance: Date: June 7 – 8, 2023 Time: 8am – 2:30pm PT / each day Format: Virtual and free Register for free today Data-centric AI: vital now more than ever AI has experienced remarkable advancements in recent months, driven by innovations in machine learning, particularly deep learning techniques.

Computer Vision 52

Computer Vision Large Language Models AI AI 52

AWS Machine Learning Blog

OCTOBER 24, 2024

In this case, use prompt engineering techniques to call the default agent LLM and generate the email validation code. His area of research is all things natural language (like NLP, NLU, NLG). His work has been focused on conversational AI, task-oriented dialogue systems and LLM-based agents.

Generative AI 96

Generative AI Large Language Models Explainability LLM 96

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

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

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.

Large Language Models 86

Large Language Models Generative AI LLM Chatbots 86

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

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.

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LLM Chatbots Explainability Deep Learning 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 LLM Prompt Engineer 52

Unite.AI

AUGUST 8, 2023

Relying heavily on Natural Language Processing (NLP) and large language models (LLMs), these entities are empowered to perform tasks ranging from code generation and language translation to summarization and sentiment analysis. ChatGPT, for instance, has seen widespread adoption, becoming a staple for millions.

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Generative AI ChatGPT Neural Network Convolutional Neural Networks 243

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. Speak to your Parser: Interactive Text-to-SQL with Natural Language Feedback [16] Janna Lipenkova. Talk to me! All images are by the author.

Auto-complete 52

Auto-complete Algorithm Data Scientist Auto-classification 52

Topbots

JUNE 6, 2023

These frameworks allow to integrate plugins and agents into complex chains of generations and actions to implement complex processes that include multi-step reasoning and execution. Developers can now focus on efficient prompt engineering and quick app prototyping.[11]

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LLM ChatGPT Prompt Engineer Prompt Engineering 102