Releases: aws-solutions/generative-ai-application-builder-on-aws
Releases · aws-solutions/generative-ai-application-builder-on-aws
v2.0.1
Changed
- With the release of AWS-Solutions-Constructs v2.65.0, the AWS ApiGateway websocket integration with Amazon SQS Queue is available in the library. Hence the implementation has been updated to use this construct.
Fixed
- Issue #131 which caused an issue with rendering non-S3 source URLs from vector store for a RAG based use case.
- Issue #132 where configured Guardrails for Amazon Bedrock to have no effect on a use case's text input validations and output responses.
- Wizard validation failure for SageMaker model selection type, that allowed user to navigate ahead even when the page had failed validations.
- An AWS WAF rule that blocked larger payloads for HTTP POST request to the
/deploymentsendpoint. This restricted configuring large system prompts (over 8 KB) for use case cases.
v2.0.0
Added
- Support for Knowledge Bases for Amazon Bedrock as an option for Retrieval Augmented Generation (RAG) based workflows.
- Support for Identity Federation (OpenID Connect or SAML 2.0) through Amazon Cognito.
- Ability to add role-based access control for Amazon Kendra for controlling access over documents that can be retrieved while using RAG based workflows.
- Provisioned Throughput support for Amazon Bedrock models, allowing custom and provisioned base models to be added as the backing LLMs for the text use case.
- Enhanced prompt interface, allowing fine-grained control over prompts (including disambiguation prompts for RAG), message history and input lengths.
- Streamlined upgrade scripts for upgrading from v1.4.x to v2.0.0. For detailed steps, refer to the following section
- Model support for Amazon Titan Text G1 - Premier
Changed
- Deprecated direct Anthropic and Hugging Face LLMs in favour of integrating them through Amazon Bedrock and Amazon SageMaker.
- Switch login screens from amplify-ui to Cognito Hosted UI to support Identity Federation.
- Switch from
webpacktovitefor building and packaging UI projects. - Updates to Node and Python package versions.
v1.4.5
v1.4.4
v1.4.3
v1.4.2
v1.4.1
v1.4.0
Added
- Support for newest Bedrock models: Anthropic Claude v3 and Mistral family of models (#79)
Changed
- Significantly increased default prompt and chat input character limits. Should now support ~50% of the model's input prompt limit
Fixed
- UI input validation misaligned with backend limits (#80)
- Missing hyperlink to solution landing page in README (#65)
Security
- Updated package versions to resolve vulnerabilities