AWS Machine Learning

AUGUST 3, 2023

Data classification, extraction, and analysis can be challenging for organizations that deal with volumes of documents. Traditional document processing solutions are manual, expensive, error prone, and difficult to scale. FMs are transforming the way you can solve traditionally complex document processing workloads.

APIs 79

APIs Banking Enterprise Construction 79

Hodusoft

DECEMBER 6, 2023

Dynamic Scripting: Crafting Personalized Conversations with Call Center Software In the contemporary business world, focusing on customers’ requirements and delivering a personalized experience is essential. Rather than sticking to a fixed script, it can change on the spot depending on what the customer is saying or doing.

call center software 59

call center software Scripts Call Center Personalization 59

AWS Machine Learning

NOVEMBER 21, 2022

Organizations across industries such as retail, banking, finance, healthcare, manufacturing, and lending often have to deal with vast amounts of unstructured text documents coming from various sources, such as news, blogs, product reviews, customer support channels, and social media. Extract and analyze data from documents.

Scripts 75

Scripts Metrics APIs Healthcare 75

Guru

NOVEMBER 1, 2018

you think, "Our documentation has never solved our customer’s issues. Since you’ve become the de facto subject matter expert, you’re going to be in charge of writing FAQs, process walkthroughs, and troubleshooting tips for the whole team. I’ll turn things around!".

Scripts 84

Scripts Feedback Customer Support Management 84

Call Experts

MARCH 3, 2022

Creating a business phone script can support your employees and customers. Learn all of our tips for crafting the perfect script for your needs! Making a business phone script can seem like a complicated or intimidating thing to do. What Is a Business Phone Script? How a Business Phone Script Supports Your Organization.

Scripts 52

Scripts Call flow call center professionals Contact Center 52

AWS Machine Learning

JULY 29, 2022

BERT is pre-trained on masking random words in a sentence; in contrast, during Pegasus’s pre-training, sentences are masked from an input document. The model then generates the missing sentences as a single output sequence using all the unmasked sentences as context, creating an executive summary of the document as a result.

Scripts 89

Scripts APIs Big data Engineering 89

Mindtouch

JANUARY 24, 2017

E-commerce is missing out on the chance to augment the consumer’s experience with the expert knowledge that is typically relegated to post-sale documentation. While research shows that 79% of consumers rely on this to make purchase decisions, 37% of those consumers also rely on product documentation.

Scripts 48

Scripts Sales Feedback Personalization 48

AWS Machine Learning

NOVEMBER 25, 2024

Solution overview SharePoint is a web-based solution developed by Microsoft that enables organizations to collaborate, manage documents, and share information efficiently. Each published event, page, link, file, comment, OneNote, and attachment on the SharePoint site is treated as a document.

Scripts 70

Scripts APIs Accountability Enterprise 70

AWS Machine Learning

JULY 25, 2024

Accelerate research and analysis – Instead of manually searching through SharePoint documents, users can use Amazon Q to quickly find relevant information, summaries, and insights to support their research and decision-making. The site content space also provides access to add lists, pages, document libraries, and more.

Scripts 96

Scripts APIs Engineering Enterprise 96

AWS Machine Learning

NOVEMBER 14, 2024

Traditional methods relying on manual data entry or custom scripts for each vendor’s format can not only lead to inefficiencies, but can also increase the potential for errors, resulting in financial discrepancies, operational bottlenecks, and backlogs. Importantly, your document and data are not stored after processing.

APIs 95

APIs Scripts Enterprise SaaS 95

AWS Machine Learning

AUGUST 2, 2024

Traditionally, earnings call scripts have followed similar templates, making it a repeatable task to generate them from scratch each time. On the other hand, generative artificial intelligence (AI) models can learn these templates and produce coherent scripts when fed with quarterly financial data.

Engineering 119

Engineering Scripts Metrics APIs 119

AWS Machine Learning

OCTOBER 24, 2024

One model can perform completely different tasks such as answering questions, summarizing documents, translating languages, and completing sentences. These indexes continuously accumulate documents. To facilitate effective retrieval from external data, a common practice is to first clean up and sanitize the documents.

Engineering 107

Engineering Big data Scripts SaaS 107

AWS Machine Learning

DECEMBER 22, 2023

To learn more about the SageMaker model parallel library, refer to SageMaker model parallelism library v2 documentation. With these updates to SMP’s APIs, you can now realize the performance benefits of SageMaker and the SMP library without overhauling your existing PyTorch FSDP training scripts.

Scripts 114

Scripts APIs Engineering Finance 114

AWS Machine Learning

AUGUST 5, 2024

An S3 bucket where your documents are stored in a supported format (.txt,md,html,doc/docx,csv,xls/.xlsx,pdf). While running deploy.sh, if you provide a bucket name as an argument to the script, it will create a deployment bucket with the specified name. After the script is complete, note the S3 URL of the main-template-out.yml.

Scripts 118

Scripts Accountability Education Feedback 118

AWS Machine Learning

OCTOBER 14, 2024

For many of these use cases, businesses are building Retrieval Augmented Generation (RAG) style chat-based assistants, where a powerful LLM can reference company-specific documents to answer questions relevant to a particular business or use case. Generate a grounded response to the original question based on the retrieved documents.

Chatbots 116

Chatbots APIs Engineering Healthcare 116

AWS Machine Learning

JULY 2, 2024

installed The AWS Amplify CLI set up Model access to the following models in Amazon Bedrock: Titan Embeddings G1 – Text and Claude Instant Upload documents and create a knowledge base In this section, we create a knowledge base in Amazon Bedrock. Upload the following documents in the S3 bucket: The Overview of Amazon Web Services whitepaper.

APIs 121

APIs Scripts Enterprise Engineering 121

AWS Machine Learning

JULY 8, 2022

OCR has been widely used in various scenarios, such as document electronization and identity authentication. Because OCR can greatly reduce the manual effort to register key information and serve as an entry step for understanding large volumes of documents, an accurate OCR system plays a crucial role in the era of digital transformation.

Best practices 84

Best practices Scripts Construction Management 84

AWS Machine Learning

FEBRUARY 8, 2024

Your Amazon Bedrock-powered insurance agent can assist human agents by creating new claims, sending pending document reminders for open claims, gathering claims evidence, and searching for information across existing claims and customer knowledge repositories. Send a pending documents reminder to the policy holder of claim 2s34w-8x.

APIs 132

APIs Scripts Enterprise Management 132

AWS Machine Learning

NOVEMBER 22, 2024

The sample scripts create-iam-saml-qbiz-app.py The sample scripts samlapp.py The sample scripts samlapp.py The Amazon Q Business application knows the user identity based on the credential used to make the API calls, shows only the specific user’s conversation history, and enforces document access control lists (ACLs).

APIs 76

APIs Scripts Management Enterprise 76

Beyond Philosophy

OCTOBER 10, 2024

When I asked my podcast partner this question, I also learned he once wrote the script —or book, as they say in the biz—for a musical. To combat this outcome, give the attendees a takeaway document outlining what they will do when they return to the office. One question asks people to share something strange about themselves.

Scripts 221

Scripts Personalization Management Customer Experience 221

Zingtree

JULY 7, 2015

This documentation is for Zingtree Classic. We’re getting a lot of interest from Zendesk customers with Live Support and Call Center needs, so we’ve taken the past week to update our Zendesk Agent Scripting App to Version 4. Zingtree Classic. Click the tab above if you are using the New Experience (Beta). . Panels View.

Scripts 62

Scripts Call Center 62

AWS Machine Learning

FEBRUARY 14, 2024

With your Python environment activated, run the following command: cdk synth Run the following command to deploy the AWS CDK: cdk deploy Run the following command to run the post-deployment script: python scripts/post_deployment_script.py CD into the scripts directory in the repository. script located in the GitHub repository.

Scripts 118

Scripts Engineering Entertainment Healthcare 118

AWS Machine Learning

DECEMBER 22, 2023

Lambda instruments the financial services agent logic as a LangChain conversational agent that can access customer-specific data stored on DynamoDB, curate opinionated responses using your documents and webpages indexed by Amazon Kendra, and provide general knowledge answers through the FM on Amazon Bedrock.

Scripts 114

Scripts Chatbots Accountability Multi-channel support 114

AWS Machine Learning

JUNE 11, 2024

When a Neuron SDK is released, you’ll now be notified of the support for Neuron DLAMIs and Neuron DLCs in the Neuron SDK release notes, with a link to the AWS documentation containing the DLAMI and DLC release notes. You also need the ML job scripts ready with a command to invoke them. Starting with the AWS Neuron 2.18

Scripts 112

Scripts Engineering Enterprise Management 112

AWS Machine Learning

OCTOBER 24, 2024

Broadly speaking, a retriever is a module that takes a query as input and outputs relevant documents from one or more knowledge sources relevant to that query. Document ingestion In a RAG architecture, documents are often stored in a vector store. You must use the same embedding model at ingestion time and at search time.

Chatbots 76

Chatbots Metrics Scripts APIs 76

AWS Machine Learning

OCTOBER 31, 2024

AWS offers powerful generative AI services , including Amazon Bedrock , which allows organizations to create tailored use cases such as AI chat-based assistants that give answers based on knowledge contained in the customers’ documents, and much more. Run the script init-script.bash : chmod u+x init-script.bash./init-script.bash

APIs 115

APIs Scripts Accountability Construction 115

AWS Machine Learning

APRIL 26, 2024

The documents provided show that the development of these systems had a profound effect on the way people and goods were able to move around the world. The documents show that the development of railroads and steamships made it possible for goods to be transported more quickly and efficiently than ever before.

Transportation 115

Transportation Scripts Accountability Benchmark 115

Certified Languages International

SEPTEMBER 13, 2024

We’re observing International Translation Day this year by sitting down with three members of our Document Translations team. Corissa: I work as a project manager in our Document Translations Department. What’s Your Favorite Part About Working in Document Translations? Tell Us About What You Do Here at CLI. Claire: Amharic!

Scripts 52

Scripts Management Customer Service 52

AWS Machine Learning

SEPTEMBER 14, 2023

This post takes you through the most common challenges that customers face when searching internal documents, and gives you concrete guidance on how AWS services can be used to create a generative AI conversational bot that makes internal information more useful. The cost associated with training models on recent data is high.

APIs 110

APIs Healthcare Scripts Engineering 110

AWS Machine Learning

DECEMBER 21, 2023

Typically, call scripts guide agents through calls and outline addressing issues. Well-written scripts improve compliance, reduce errors, and increase efficiency by helping agents quickly understand problems and solutions. To use Amazon Bedrock, make sure you are using SageMaker Canvas in the Region where Amazon Bedrock is supported.

Contact Center 107

Contact Center Scripts Interactive Voice Response contact center solutions 107

AWS Machine Learning

NOVEMBER 21, 2024

This solution efficiently handles documents that include both text and images, significantly enhancing VW’s knowledge management capabilities within their production domain. This multimodal interaction is crucial for applications that require extracting insights from complex documents containing both textual content and images.

Management 65

Management APIs Engineering Construction 65

AWS Machine Learning

NOVEMBER 30, 2023

For information on additional Slurm commands and configuration, refer to the Slurm Workload Manager documentation. Prerequisites Before you create your SageMaker HyperPod, you first need to configure your VPC, create an FSx for Lustre file system, and establish an S3 bucket with your desired cluster lifecycle scripts. Choose Save.

Scripts 124

Scripts Engineering Government Management 124

AWS Machine Learning

JUNE 4, 2024

The workflow includes the following steps: The user runs the terraform apply The Terraform local-exec provisioner is used to run a Python script that downloads the public dataset DialogSum from the Hugging Face Hub. More information can be found in the Terraform documentation for aws_caller_identity , aws_partition , and aws_region.

Scripts 126

Scripts Accountability Engineering Best practices 126

AWS Machine Learning

JUNE 15, 2022

Amazon Kendra uses deep learning and reading comprehension to deliver precise answers, and returns a list of ranked documents that match the search query for you to choose from. We first ingest a set of documents, along with their metadata, into an Amazon Kendra index. Solution overview.

APIs 75

APIs Scripts Technology Engineering 75

AWS Machine Learning

MAY 31, 2024

Training on SageMaker We use PyTorch and Amazon SageMaker script mode to train this model. Script mode’s compatibility with PyTorch was crucial, allowing us to use our existing scripts with minimal modifications. After you have defined your training script, you can configure and submit a SageMaker training job.

Biotechnology 97

Biotechnology Scripts Healthcare APIs 97

AWS Machine Learning

AUGUST 24, 2023

SageMaker Profiler provides Python modules for annotating PyTorch or TensorFlow training scripts and activating SageMaker Profiler. You can also use optional custom annotations to add markers in the training script to visualize hardware activities during particular operations in each step. For more information, refer to documentation.

Scripts 82

Scripts Metrics Finance Enterprise 82

AWS Machine Learning

FEBRUARY 29, 2024

Knowledge Bases for Amazon Bedrock automates synchronization of your data with your vector store, including diffing the data when it’s updated, document loading, and chunking, as well as semantic embedding. It then employs a language model to generate a response by considering both the retrieved documents and the original query.

APIs 127

APIs Healthcare Scripts Enterprise 127