Amazon Bedrock Connector

Content Type: Module
Categories: Connectors,AWS,Artificial Intelligence

Overview

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 via a single API, along with a broad set of capabilities you need to build generative AI applications, simplifying development while maintaining privacy and security.

The Amazon Bedrock Connector allows you to integrate with Amazon Bedrock.

The connector provides the following actions:

  • List Foundation Models
  • Invoke Model (generic)
  • Retrieve
  • Retrieve and Generate
  • StartIngestionJob and GetIngestionJob (make it possible to sync changes to KnowledgeBases)
  • List knowledge bases
  • Invoke Agent

In addition, the Amazon Bedrock Connector provides two example implementations where the InvokeModel action is used to invoke the Anthropic Claude 3 Sonnet model and the Amazon Titan Image G1 model. These were added to provide some extra guidance for users. We will change the examples in our application to keep current with the available foundation models. So, if you would like to use them in your application, please copy the needed entities and microflows to your own module and make the relevant changes there in order to not have losses or errors in the case of an update.

For even more extensive examples, please find the Amazon Bedrock Showcase App & Amazon Bedrock Example Implementation on the marketplace to learn and get some inspiration on how the Amazon Bedrock Connector can be used in your Mendix application and to see additional example microflows for invoking different foundation models available on Amazon Bedrock.

For more information about our AWS Connector strategy, please see the Mendix Evaluation Guide.

Documentation

Please see the documentation on Mendix Docs

Releases

Version: 2.3.0
Framework Version: 9.18.0
Release Notes: - InvokeModel examples for specific models replaced with Claude 3 and Titan Image models. - Added example for a secure published REST service to use for an Amazon Bedrock agent - Fixed bug where blank session ID threw an error when using RetrieveAndGenerate
Version: 2.2.0
Framework Version: 9.18.0
Release Notes: - Invoke Agent operation has been added - Invoke Model examples are now usable in every AWS region
Version: 2.1.3
Framework Version: 9.18.0
Release Notes: - Small bug fix for the RetrieveAndGenerate java action
Version: 2.1.2
Framework Version: 9.18.0
Release Notes: - The ListFoundationModels action has been extended to include more features in its response. - Two examples of how to invoke a specific model using the InvokeGenericModel action were added to the connector to help users utilize the Amazon Bedrock Connector. - Minor change to Domain Model for readability.
Version: 2.1.0
Framework Version: 9.18.0
Release Notes: New java actions added: - ListFoundationModels - InvokeModel - Retrieve - RetrieveAndGenerate - StartIngestionJob and GetIngestionJob (make it possible to sync changes to KnowledgeBases) - ListKnowledgeBases