AWS Services
Amazon Comprehend
Use Cases
Find meaningful insights and relationships in text
Generate summaries of text documents
Features
Natural language processing (NLP)
Entity recognition
Extract key phrases, entities, events, personally indentifiable information (PII), sentiment(positive, neutral, negative, or mixed), and language from text
Amazon Kendra
Use Cases
Search across unstructured data using natural language queries
Features
Retrieval Augmented Generation (RAG)
Features
Extracts printed text, handwriting, and other data from scanned documents using machine learning
Support tabular data
Amazon Rekognition
Use Cases
Features
Detect objects, scenes, and faces in images and videos
Amazon Transcribe
Features
Converts video/audio into text
Amazon Translate
Features
Translate text into different languages
Amazon Augmented AI (Amazon A2I)
Use Cases
Human review workflows for machine learning predictions
AWS Trainium (EC2 Hardware)
Use cases
Deep learning training of 100B+ parameter models
Features
Trn1 instances deliver high performance and low cost for deep learning training in the cloud
AWS Inferentia (EC2 Hardware)
Use Cases
High performance at lowest costs EC2 hardware for deep learning (DL) and generative AI inference applications
Features
Inf1 instances deliver 2.3x higher throughput and 70% lower cost per inference compared to Amazon EC2 instances