article thumbnail

Knowledge Bases for Amazon Bedrock now supports hybrid search

AWS Machine Learning

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 105
article thumbnail

Use RAG for drug discovery with Knowledge Bases for Amazon Bedrock

AWS Machine Learning

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 110
Insiders

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

Trending Sources

article thumbnail

Schneider Electric leverages Retrieval Augmented LLMs on SageMaker to ensure real-time updates in their ERP systems

AWS Machine Learning

With MLSL’s expertise in ML consulting and execution, Schneider Electric was able to develop an AI architecture that would reduce the manual effort in their linking workflows, and deliver faster data access to their downstream analytics teams. For education, we used “X” while for healthcare we used “Y”.

article thumbnail

Accenture creates a regulatory document authoring solution using AWS generative AI services

AWS Machine Learning

Using the job ID and message ID returned by the previous request, the client connects to the WebSocket API and sends the job ID and message ID to the WebSocket connection. A Lambda function invokes the Amazon Textract API DetectDocument to parse tabular data from source documents and stores extracted data into DynamoDB.

article thumbnail

Innovate or Stagnate: Top 4 Customer Service Trends for 2024

Comm100

On top of this, Comm100 Omnichannel offers out-of-the-box integrations to your core systems, combined with a highly flexible API. Proactive customer support, powered by predictive analytics, allows us to anticipate and resolve issues before they escalate. This reduces escalation and increases support capacity.

article thumbnail

Enable fully homomorphic encryption with Amazon SageMaker endpoints for secure, real-time inferencing

AWS Machine Learning

Homomorphic encryption is a new approach to encryption that allows computations and analytical functions to be run on encrypted data, without first having to decrypt it, in order to preserve privacy in cases where you have a policy that states data should never be decrypted. The following figure shows both versions of these patterns.

Scripts 94
article thumbnail

What Is CPaaS Solution? Communications Platform-as-a-Service

NobelBiz

CPaaS is a cloud-based communication solution with an API enabling simple integration with any current app. Simultaneously, analytics may give information on your consumers, workforce productivity, and other topics. It also comes with a programming framework for tailoring real-time communications to your unique requirements.