ODSC - Open Data Science

OCTOBER 27, 2023

With Intelligent Document Processing (IDP) leveraging artificial intelligence (AI), the task of extracting data from large amounts of documents with differing types and structures becomes efficient and accurate. This enables timely, and high-quality business decision-making while curbing overall expenses.

IDP 98

IDP LLM Large Language Models Data Science 98

Mlearning.ai

OCTOBER 28, 2023

Prompt, In-context Learning and Chaining Step 1 You pick a model, give it a prompt, get a response, evaluate the response, and re-prompt if needed until you get the desired outcome. ICL is a new approach in NLP with similar objectives to few-shot learning that lets models understand context without extensive tuning.

Generative AI 52

Generative AI Prompt Engineer Prompt Engineering LLM 52

Snorkel AI

OCTOBER 17, 2023

How does BloombergGPT, which was purpose-built for finance, differ in its training and design from generic large language models ? If you look at recent announcements from companies about new large language models, the training-data mix and distribution is often one of the pieces they keep most secret.

Large Language Models 64

Large Language Models NLP Prompt Engineer Prompt Engineering 64

Snorkel AI

OCTOBER 17, 2023

How does BloombergGPT, which was purpose-built for finance, differ in its training and design from generic large language models ? If you look at recent announcements from companies about new large language models, the training-data mix and distribution is often one of the pieces they keep most secret.

Large Language Models 59

Large Language Models NLP Prompt Engineer Prompt Engineering 59

Snorkel AI

OCTOBER 17, 2023

How does BloombergGPT, which was purpose-built for finance, differ in its training and design from generic large language models ? If you look at recent announcements from companies about new large language models, the training-data mix and distribution is often one of the pieces they keep most secret.

Large Language Models 52

Large Language Models NLP Prompt Engineer Prompt Engineering 52

AWS Machine Learning Blog

OCTOBER 23, 2024

Agent Creator is a no-code visual tool that empowers business users and application developers to create sophisticated large language model (LLM) powered applications and agents without programming expertise. Enhanced security and compliance – Security and compliance are paramount for enterprise AI applications.

Generative AI 75

Generative AI IDP LLM Automation 75

AWS Machine Learning Blog

JULY 18, 2024

This combination enables advanced document understanding, highly effective structured data extraction, automated document classification, and seamless information retrieval from unstructured text. The Anthropic Claude 3 family offers a versatile range of models tailored to meet diverse needs. client('s3') sqs = boto3.client('sqs')

IDP 125

IDP Generative AI Data Extraction Automation 125

AWS Machine Learning Blog

NOVEMBER 26, 2024

Large language models (LLMs) have demonstrated impressive capabilities in natural language understanding and generation across diverse domains as showcased in numerous leaderboards (e.g., We used prompt engineering guidelines to tailor our prompts to generate better responses from the LLM.

LLM 92

LLM Machine Learning ML Prompt Engineer 92

AWS Machine Learning Blog

JANUARY 7, 2025

Machine learning (ML) classification models offer improved categorization, but introduce complexity by requiring separate, specialized models for classification, entity extraction, and response generation, each with its own training data and contextual limitations.

Generative AI 98

Generative AI Automation Data Extraction ETL 98