AWS Machine Learning

SEPTEMBER 20, 2024

Amazon Bedrock agents use LLMs to break down tasks, interact dynamically with users, run actions through API calls, and augment knowledge using Amazon Bedrock Knowledge Bases. In this post, we demonstrate how to use Amazon Bedrock Agents with a web search API to integrate dynamic web content in your generative AI application.

APIs 108

APIs Chatbots Construction Engineering 108

AWS Machine Learning

NOVEMBER 29, 2023

With this launch, you can programmatically run notebooks as jobs using APIs provided by Amazon SageMaker Pipelines , the ML workflow orchestration feature of Amazon SageMaker. Furthermore, you can create a multi-step ML workflow with multiple dependent notebooks using these APIs.

APIs 121

APIs Management Engineering Big data 121

AWS Machine Learning

MAY 15, 2023

Unlike the existing Amazon Textract console demos, which impose artificial limits on the number of documents, document size, and maximum allowed number of pages, the Bulk Document Uploader supports processing up to 150 documents per request and has the same document size and page limits as the Amazon Textract APIs.

APIs 102

APIs Construction Accountability Best practices 102

AWS Machine Learning

NOVEMBER 13, 2024

The financial and banking industry can significantly enhance investment research by integrating generative AI into daily tasks like financial statement analysis. Trend analysis and forecasting – Identifying trends and forecasting requires domain expertise and advanced mathematics.

APIs 122

APIs Banking Enterprise Metrics 122

AWS Machine Learning

MAY 30, 2024

In this post, we introduce the Media Analysis and Policy Evaluation solution, which uses AWS AI and generative AI services to provide a framework to streamline video extraction and evaluation processes. When it comes to video analysis, priorities include brand safety, regulatory compliance, and engaging content.

Advertising 136

Advertising APIs Education Analytics 136

AWS Machine Learning

MARCH 13, 2024

The system records all audio conversations without immediate analysis. When a report is received, the workflow retrieves the related audio files and initiates the analysis process. For instance, in a social audio chat room, the system could record all conversations and apply analysis. Respond in the tag with either 'Y' or 'N'.

APIs 137

APIs Engineering Advertising Management 137

AWS Machine Learning

FEBRUARY 13, 2023

In this post, we enable the provisioning of different components required for performing log analysis using Amazon SageMaker on AWS DeepRacer via AWS CDK constructs. This is where advanced log analysis comes into play. Choose Open Jupyter to start running the Python script for performing the log analysis.

Scripts 94

Scripts Best practices Transportation Construction 94

AWS Machine Learning

MARCH 27, 2024

Although much of the focus around analysis of DevOps is on distributed and cloud technologies, the mainframe still maintains a unique and powerful position, and it can use the DORA 4 metrics to further its reputation as the engine of commerce. Pass the generative AI prompt to Amazon Bedrock (using Anthropic’s Claude2 model on Amazon Bedrock).

Enterprise 126

Enterprise APIs Metrics Engineering 126

AWS Machine Learning

JUNE 26, 2024

The function invokes the Amazon Textract API and performs a fuzzy match using the document schema mappings stored in Amazon DynamoDB. An event on message receipt invokes a Lambda function that in turn invokes the Amazon Textract StartDocumentAnalysis API for information extraction.

Marketing 124

Marketing APIs Banking Entertainment 124

AWS Machine Learning

OCTOBER 29, 2024

To enable the video insights solution, the architecture uses a combination of AWS services, including the following: Amazon API Gateway is a fully managed service that makes it straightforward for developers to create, publish, maintain, monitor, and secure APIs at scale.

Engineering 120

Engineering APIs Sales Enterprise 120

AWS Machine Learning

JUNE 5, 2024

You train the model using semi-structured documents, which includes the following document types such as digital and scanned PDF documents and Word documents; Images sunch as JPG files, PNG files, and single-page TIFF files and Amazon Textract API output JSON files. Create an endpoint for the trained model.

APIs 123

APIs Metrics Accountability Enterprise 123

AWS Machine Learning

NOVEMBER 7, 2024

It also uses a number of other AWS services such as Amazon API Gateway , AWS Lambda , and Amazon SageMaker. API Gateway is serverless and hence automatically scales with traffic. API Gateway also provides a WebSocket API. Incoming requests to the gateway go through this point.

Enterprise 122

Enterprise APIs Government Accountability 122

AWS Machine Learning

SEPTEMBER 25, 2023

Its auto scaling feature proved crucial during high-traffic periods, ensuring that our app remained responsive and users received a steady and fast bias analysis. Connecting the Flan model to our front-end application required a robust and secure integration, which was achieved using Lambda and API Gateway.

APIs 120

APIs Automotive Education Engineering 120

AWS Machine Learning

NOVEMBER 1, 2022

Additionally, we won’t be able to make an informed decision post-analysis of those insights prior to building the ML models. The data flow recipe consists of preprocessing steps along with a bias report, multicollinearity report, and model quality analysis. Overview of solution. DeShazo, Chris Gennings, Juan L. Cios, and John N.

Engineering 98

Engineering APIs Accountability industry solution 98

AWS Machine Learning

MARCH 4, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies, such as AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon via a single API, along with a broad set of capabilities you need to build generative AI applications with security, privacy, and responsible AI.

Feedback 132

Feedback APIs Engineering Surveys 132

AWS Machine Learning

FEBRUARY 8, 2024

At the forefront of this evolution sits Amazon Bedrock , a fully managed service that makes high-performing foundation models (FMs) from Amazon and other leading AI companies available through an API. System integration – Agents make API calls to integrated company systems to run specific actions.

APIs 142

APIs Scripts Enterprise Management 142

AWS Machine Learning

NOVEMBER 24, 2023

The power of Amazon Bedrock: AI-generated product descriptions Amazon Bedrock is a fully managed service that simplifies generative AI development, offering high-performing foundation models (FMs) from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon through a single API.

APIs 126

APIs Technology Healthcare Sales 126

AWS Machine Learning

NOVEMBER 1, 2023

Organizations can search for PII using methods such as keyword searches, pattern matching, data loss prevention tools, machine learning (ML), metadata analysis, data classification software, optical character recognition (OCR), document fingerprinting, and encryption.

APIs 125

APIs Government Engineering Telecommunications 125

AWS Machine Learning

JANUARY 5, 2024

Wipro has used the input filter and join functionality of SageMaker batch transformation API. The response is returned to Lambda and sent back to the application through API Gateway. Use QuickSight refresh dataset APIs to automate the spice data refresh. Implement group-based security for dashboard and analysis access control.

Management 137

Management APIs Engineering Government 137

AWS Machine Learning

MAY 7, 2024

Amazon Transcribe The transcription for the entire video is generated using the StartTranscriptionJob API. The solution runs Amazon Rekognition APIs for label detection , text detection, celebrity detection , and face detection on videos. The metadata generated for each video by the APIs is processed and stored with timestamps.

APIs 136

APIs Advertising Entertainment Metrics 136

AWS Machine Learning

DECEMBER 29, 2022

Users can also interact with data with ODBC, JDBC, or the Amazon Redshift Data API. The use of RStudio on SageMaker and Amazon Redshift can be helpful for efficiently performing analysis on large data sets in the cloud. Running queries and SageMaker API actions on data within Amazon Redshift Serverless through RStudio on SageMaker.

APIs 134

APIs Analytics Engineering Scripts 134

AWS Machine Learning

AUGUST 21, 2024

As the volume of call data grows, traditional analysis methods struggle to keep pace, creating a demand for a scalable solution. In the following sections, we provide a detailed, step-by-step guide on implementing these new capabilities, covering everything from data preparation to job submission and output analysis.

Call Center 121

Call Center APIs Engineering Accountability 121

AWS Machine Learning

JUNE 26, 2024

AI-powered assistants can amplify an analyst’s productivity by searching for relevant information in the customer’s own database as well as online, conducting qualitative and quantitative analysis on structured and unstructured data, enabling analysts to work faster and with greater accuracy.

APIs 134

APIs Engineering Marketing Enterprise 134

AWS Machine Learning

MAY 1, 2024

Assistant: There are ethical concerns associated with using Fraudoscope, as it involves the collection and analysis of personal physiological data. Assistant: Some of the alternative lie-detecting algorithms include voice analysis, facial expression analysis, and eye tracking. import boto3 import json bedrock = boto3.client(service_name='bedrock-runtime')

APIs 134

APIs SaaS Accountability Chatbots 134

AWS Machine Learning

SEPTEMBER 8, 2023

Amazon Rekognition makes it easy to add image analysis capability to your applications without any machine learning (ML) expertise and comes with various APIs to fulfil use cases such as object detection, content moderation, face detection and analysis, and text and celebrity recognition, which we use in this example.

APIs 131

APIs Scripts Entertainment Personalization 131

AWS Machine Learning

FEBRUARY 29, 2024

The Retrieve and RetrieveAndGenerate APIs allow your applications to directly query the index using a unified and standard syntax without having to learn separate APIs for each different vector database, reducing the need to write custom index queries against your vector store.

APIs 139

APIs Healthcare Scripts Enterprise 139

AWS Machine Learning

JULY 18, 2024

streamlined the analysis of over 70,000 vulnerabilities, automating a process that would have been nearly impossible to accomplish manually. We also provide insights into the model selection process, results analysis, conclusions, recommendations, and Mend.io’s future outlook on integrating artificial intelligence (AI) in cybersecurity.

APIs 128

APIs Technology Analytics Benchmark 128

AWS Machine Learning

SEPTEMBER 18, 2023

Data underpins Arup consultancy for clients with world-class collection and analysis providing insight to make an impact. This post shows how Arup partnered with AWS to perform earth observation analysis with Amazon SageMaker geospatial capabilities to unlock UHI insights from satellite imagery.

APIs 129

APIs Consulting Consulting Construction 129

TechSee

JANUARY 12, 2023

By bringing VI’s analysis and insights to the mobile environment via a native SDK, enterprises can deliver a truly next-generation, immersive solution for consumers and field technicians. . Moving the AI analysis closer to the end user makes the AI more readily accessible. Offline Analysis and Insights.

APIs 109

APIs Enterprise SaaS Chatbots 109

AWS Machine Learning

NOVEMBER 26, 2024

Stock technical analysis questions can be as unique as the individual stock analyst themselves. At the forefront of this evolution sits Amazon Bedrock , a fully managed service that makes high-performing foundation models (FMs) from Amazon and other leading AI companies available through a single API.

APIs 111

APIs Finance Accountability Engineering 111

AWS Machine Learning

NOVEMBER 1, 2024

Users can manage and use application inference profiles using Bedrock APIs or the boto3 SDK: CreateInferenceProfile : Initiates a new inference profile, allowing users to configure the parameters for the profile. ConverseStream API : Similar to the Converse API but supports streaming responses for real-time interactions.

APIs 141

APIs Management Accountability Metrics 141

AWS Machine Learning

MAY 30, 2024

AWS Prototyping successfully delivered a scalable prototype, which solved CBRE’s business problem with a high accuracy rate (over 95%) and supported reuse of embeddings for similar NLQs, and an API gateway for integration into CBRE’s dashboards. The following diagram illustrates the web interface and API management layer.

Real estate 135

Real estate APIs Metrics Construction 135

AWS Machine Learning

NOVEMBER 21, 2023

The LAYOUT feature of AnalyzeDocument API can now detect up to ten different layout elements in a document’s page. It is important to note that layout elements appear in the correct reading order in the API response as the reading order in the document, which makes it easy to construct the layout text from the API’s JSON response.

APIs 123

APIs Construction Metrics Education 123

TechSee

MARCH 16, 2023

In VI Studio, we use sub-component analysis to identify each of the parts of the object and their status. For example, when classification analysis recognizes the Linksys MX8503 Atlas WiFi 6E, the sub-component analysis will tell you which LEDs are lit up, what color they are, and what plugs are in the correct ports.

APIs 109

APIs CRM Technology Sales 109

AWS Machine Learning

APRIL 24, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon using a single API, along with a broad set of capabilities you need to build generative AI applications with security, privacy, and responsible AI.

APIs 138

APIs Engineering Metrics Management 138

AWS Machine Learning

JULY 11, 2024

Diagram analysis and query generation : The Amazon Bedrock agent forwards the architecture diagram location to an action group that invokes an AWS Lambda. Upon receiving the information, run analysis-query action group. Provide the Amazon S3 URI that links to the API schema for each action group.

Scripts 138

Scripts APIs Engineering industry standards 138

AWS Machine Learning

MAY 31, 2024

By bridging the gap between raw genetic data and actionable knowledge, genomic language models hold immense promise for various industries and research areas, including whole-genome analysis , delivered care , pharmaceuticals , and agriculture. Lastly the model is tested against a set of known genome sequences using some inference API calls.

Biotechnology 120

Biotechnology Scripts Healthcare APIs 120