AWS Machine Learning

MAY 7, 2024

In this post, we demonstrate how to use enhanced video search capabilities by enabling semantic retrieval of videos based on text queries. Overall, we aim to improve video search through cutting-edge semantic matching, providing an efficient way to find videos relevant to your rich textual queries.

APIs 138

APIs Advertising Entertainment Metrics 138

AWS Machine Learning

MAY 30, 2024

Organizations across media and entertainment, advertising, social media, education, and other sectors require efficient solutions to extract information from videos and apply flexible evaluations based on their policies. Popular use cases Advertising tech companies own video content like ad creatives.

Advertising 131

Advertising APIs Education Analytics 131

AWS Machine Learning

DECEMBER 4, 2024

Similarly, you can explore image and video models with the Image & video playground. This includes setting up Amazon API Gateway , AWS Lambda functions, and Amazon Athena to enable querying the structured sales data. Navigate to the AWS Secrets Manager console and find the secret -api-keys.

APIs 107

APIs Sales Surveys Analytics 107

TechSee

JANUARY 24, 2019

Live video support – where service is provided over a live video connection – has proven to be an effective method of driving high customer satisfaction ratings and building customer loyalty through personalized service. Live video chat support. Live video interactive assistance.

Call flow 141

Call flow Sales Technical Support APIs 141

AWS Machine Learning

MARCH 11, 2025

The Amazon Nova family of models includes Amazon Nova Micro, Amazon Nova Lite, and Amazon Nova Pro, which support text, image, and video inputs while generating text-based outputs. Amazon Bedrock APIs make it straightforward to use Amazon Titan Text Embeddings V2 for embedding data. get("message", {}).get("content")

Benchmark 114

Benchmark APIs Enterprise Scripts 114

AWS Machine Learning

JUNE 3, 2024

In today’s data-driven world, industries across various sectors are accumulating massive amounts of video data through cameras installed in their warehouses, clinics, roads, metro stations, stores, factories, or even private facilities. It enables real-time video ingestion, storage, encoding, and streaming across devices.

APIs 124

APIs Accountability Entertainment Construction 124

VirtualPBX

FEBRUARY 18, 2021

You collaborate through video streaming; share multi-user, online documents like spreadsheets; and store files in cloud servers. The underlying platform that runs our Business Phone Plans , called Dash, includes an API that we use internally to pass information from one part of the system to another – such as when you transfer a call.

APIs 98

APIs Call flow Enterprise Contact Center 98

AWS Machine Learning

OCTOBER 6, 2022

Synamedia is a leading video technology provider addressing the needs for premium video service providers and direct-to-consumer (D2C) with a comprehensive solution portfolio. Synamedia partnered with AWS to use artificial intelligence (AI) to develop enhanced video search capabilities for long-form video.

APIs 97

APIs Engineering Advertising Enterprise 97

AWS Machine Learning

JULY 15, 2024

Video dubbing, or content localization, is the process of replacing the original spoken language in a video with another language while synchronizing audio and video. Video dubbing has emerged as a key tool in breaking down linguistic barriers, enhancing viewer engagement, and expanding market reach.

Engineering 127

Engineering Entertainment Big data Benchmark 127

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 106

APIs Chatbots Construction Engineering 106

AWS Machine Learning

SEPTEMBER 26, 2024

Video generation has become the latest frontier in AI research, following the success of text-to-image models. This text-to-video API generates high-quality, realistic videos quickly from text and images. Luma AI’s recently launched Dream Machine represents a significant advancement in this field.

Scripts 122

Scripts APIs Metrics Management 122

AWS Machine Learning

APRIL 24, 2025

This helps the search be more resilient to phrasing variations and to accept multimodal inputs such as text, image, audio, and video. To learn more about semantic search and how Amazon Prime Video uses it to help customers find their favorite content, see Amazon Prime Video advances search for sports using Amazon OpenSearch Service.

Engineering 109

Engineering APIs Enterprise Accountability 109

AWS Machine Learning

FEBRUARY 11, 2025

We use various AWS services to deploy a complete solution that you can use to interact with an API providing real-time weather information. We also use identity pool to provide temporary AWS credentials for the user while they interact with Amazon Bedrock API. The following video shows this chat.

APIs 89

APIs Enterprise Accountability Management 89

AWS Machine Learning

APRIL 9, 2024

In this post, we discuss two new features of Knowledge Bases for Amazon Bedrock specific to the RetrieveAndGenerate API: configuring the maximum number of results and creating custom prompts with a knowledge base prompt template. The following are the results for different values of ‘ numberOfResults ’ parameters.

APIs 136

APIs Engineering Healthcare Education 136

AWS Machine Learning

AUGUST 26, 2024

In this post, we dive into the architecture and implementation details of GenASL, which uses AWS generative AI capabilities to create human-like ASL avatar videos. Users can input audio, video, or text into GenASL, which generates an ASL avatar video that interprets the provided data.

APIs 123

APIs Calibration Best practices Metrics 123

AWS Machine Learning

OCTOBER 23, 2024

Agent Creator is a versatile extension to the SnapLogic platform that is compatible with modern databases, APIs, and even legacy mainframe systems, fostering seamless integration across various data environments. The integration with Amazon Bedrock is achieved through the Amazon Bedrock InvokeModel APIs.

Enterprise 92

Enterprise APIs Engineering Government 92

AWS Machine Learning

NOVEMBER 13, 2024

In the context of generative AI , significant progress has been made in developing multimodal embedding models that can embed various data modalities—such as text, image, video, and audio data—into a shared vector space.

Engineering 117

Engineering Management APIs Healthcare 117

TechSee

JUNE 9, 2022

TechSee, a next-generation visual customer assistance solution, and KDDI Evolva will start providing a new contact center “Video Support Service” utilizing video from May 2022. In addition, video-based operations lead to intuitive understanding by customers. Terilogy Co, Ltd.

Telecommunications 109

Telecommunications Construction Contact Center Technical Support 109

AWS Machine Learning

NOVEMBER 20, 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, Mistral AI, Stability AI, and Amazon through a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

Construction 120

Construction APIs Metrics Accountability 120

AWS Machine Learning

NOVEMBER 19, 2024

Learn how to harness the power of AWS AI chips to create intelligent systems that understand and process text, images, and video. Reserve your seat now AIM405: Learn to securely invoke Amazon Q Business Chat API December Wednesday 4 | 2:30 PM – 3:30 PM Join this code talk to learn how to use the Amazon Q Business identity-aware ChatSync API.

APIs 110

APIs Enterprise Best practices Government 110

AWS Machine Learning

NOVEMBER 17, 2023

Amazon Interactive Video Service (Amazon IVS) is a managed live streaming solution that is designed to provide a quick and straightforward setup to let you build interactive video experiences and handles interactive video content from ingestion to delivery. Human moderators assess the result and deactivate the live stream.

APIs 117

APIs Engineering Advertising Accountability 117

AWS Machine Learning

MAY 17, 2024

Generative AI is a type of artificial intelligence (AI) that can be used to create new content, including conversations, stories, images, videos, and music. While Generative AI can create highly realistic content, including text, images, and videos, it can also generate outputs that appear plausible but are verifiably incorrect.

APIs 138

APIs Construction Engineering Enterprise 138

AWS Machine Learning

JULY 30, 2024

In today’s digital landscape, the demand for audio and video content is skyrocketing. From product documentation in video format to podcasts replacing traditional blog posts, content creators are exploring diverse channels to reach a wider audience. The response from API calls are displayed to the end-user.

APIs 117

APIs Accountability Management Entertainment 117

AWS Machine Learning

OCTOBER 19, 2023

Companies increasingly rely on user-generated images and videos for engagement. From ecommerce platforms encouraging customers to share product images to social media companies promoting user-generated videos and images, using user content for engagement is a powerful strategy.

APIs 135

APIs Best practices Advertising Accountability 135

AWS Machine Learning

AUGUST 15, 2023

According to a study, by 2021, videos already make up 81% of all consumer internet traffic. This observation comes as no surprise because video and audio are powerful mediums offering more immersive experiences and naturally engages target audiences on a higher emotional level.

Chatbots 98

Chatbots Enterprise Accountability Best practices 98

AWS Machine Learning

MAY 15, 2024

Regarding the inference, customers using Amazon Ads now have a new API to receive these generated images. The Amazon API Gateway receives the PUT request (step 1). Finally, the Lambda function receives the image and meta-data (step 7) which are then sent to the Amazon Ads client service through the API Gateway (step 8).

Advertising 134

Advertising APIs Engineering Benchmark 134

AWS Machine Learning

NOVEMBER 15, 2024

An alternative approach to routing is to use the native tool use capability (also known as function calling) available within the Bedrock Converse API. In this scenario, each category or data source would be defined as a ‘tool’ within the API, enabling the model to select and use these tools as needed.

APIs 120

APIs Engineering Chatbots Construction 120

AWS Machine Learning

APRIL 5, 2024

Amazon Rekognition makes it easy to add image and video analysis to your applications. It’s based on the same proven, highly scalable, deep learning technology developed by Amazon’s computer vision scientists to analyze billions of images and videos daily. Let’s look at a moderation label detection example for the following image.

APIs 128

APIs Advertising Enterprise Technology 128

AWS Machine Learning

NOVEMBER 1, 2023

PII is in emails, slack messages, videos, PDFs, and so on. This two pass solution was made possible by using the ContainsPiiEntities and DetectPiiEntities APIs. Logikcull’s processing pipeline supports text extraction for a wide variety of forms and files, including audio and video files.

APIs 123

APIs Government Engineering Telecommunications 123

CSM Magazine

MAY 10, 2024

RingCentral has upgraded its platform to allow easy integration of AI, video, and social messaging features into workflows without coding. The new RingSense AI APIs enable users to generate transcriptions, summaries, and speaker identification from audio and video content.

APIs 52

APIs Personalization Customer Service Customer Experience 52

AWS Machine Learning

MAY 9, 2024

As you’ll see further in the post, Verisk incorporated the Retrieve API and the Query API to retrieve semantically relevant passages for their queries to further improve generation by the LLM. Preprocessing of Images and Videos – The outputs from Amazon Rekognition and Amazon Transcribe were fed into Claude.

Engineering 131

Engineering Customer Support APIs Government 131

AWS Machine Learning

MAY 15, 2024

The Amazon Bedrock API returns the output Q&A JSON file to the Lambda function. The container image sends the REST API request to Amazon API Gateway (using the GET method). API Gateway communicates with the TakeExamFn Lambda function as a proxy. The JSON file is returned to API Gateway. Successfully created!

Education 143

Education APIs Engineering Banking 143

AWS Machine Learning

OCTOBER 5, 2022

Before you can evaluate the performance of the API on your use cases, you need to prepare a representative test dataset. The following are some high-level guidelines: Collection – Take a large enough random sample (images or videos) of the data you eventually want to run through Amazon Rekognition. Measure model accuracy on videos.

Metrics 101

Metrics APIs Advertising Enterprise 101

AWS Machine Learning

JUNE 4, 2024

Businesses today heavily rely on video conferencing platforms for effective communication, collaboration, and decision-making. In this demo, an outbound call is made using the CreateSipMediaApplicationCall API. SMA uses a request/response model with an AWS Lambda function to process actions.

Engineering 120

Engineering Accountability Best practices Analytics 120

AWS Machine Learning

MARCH 29, 2024

The Amazon Lex fulfillment AWS Lambda function retrieves the Talkdesk touchpoint ID and Talkdesk OAuth secrets from AWS Secrets Manager and initiates a request to Talkdesk Digital Connect using the Start a Conversation API. If the request to the Talkdesk API is successful, a Talkdesk conversation ID is returned to Amazon Lex.

Cloud contact 123

Cloud contact Contact Center Chatbots APIs 123

AWS Machine Learning

AUGUST 5, 2024

However, much of our data in the digital age also comes in non-text format, such as audio and video files. This can be hard to scale as the volume of unstructured audio and video files continues to grow. Video files (such as mp4) that contain audio in supported languages can also be uploaded to Amazon S3 as part of this solution.

APIs 119

APIs Engineering Chatbots Management 119

AWS Machine Learning

MARCH 1, 2024

Use hybrid search and semantic search options via SDK When you call the Retrieve API, Knowledge Bases for Amazon Bedrock selects the right search strategy for you to give you most relevant results. You have the option to override it to use either hybrid or semantic search in the API.

APIs 139

APIs Finance Chatbots Enterprise 139