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A modular and comprehensive solution to deploy a Multi-LLM and Multi-RAG powered chatbot (Amazon Bedrock, Anthropic, HuggingFace, OpenAI, Meta, AI21, Cohere, Mistral) using AWS CDK on AWS

Results 134 aws-genai-llm-chatbot issues
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*Issue #, if available:* Resolves #271 *Description of changes:* With this PR we are adding Amazon Bedrock Knowledge Bases as additional RAG Engine (retrievers). The KB must be already created...

facing an error in my cloud9 console when i run "npm cdk deploy"; Error: Lambda Functions in a public subnet can NOT access the internet. If you are aware of...

documentation
enhancement
help wanted
stale

Bedrock provides a unified document retrieve API https://docs.aws.amazon.com/bedrock/latest/APIReference/API_agent-runtime_Retrieve.html that can be integrated to the solution. This would provide out of the box support for all the Vector stores supported by...

enhancement

Hello, I'm following the steps described on this page to deploy the stack using Github Codespaces: [link](https://aws-samples.github.io/aws-genai-llm-chatbot/guide/deploy.html#deployment-dependencies-installation). I provisioned the instance by clicking on the button available on the page....

bug
stale

revisit sagemaker hosted models TGI containers used and test upgrades to the latest in resolving #313 its clear the existing TGI based containers used are now quite old, existing models...

help wanted
dependencies

Bumps [follow-redirects](https://github.com/follow-redirects/follow-redirects) from 1.15.5 to 1.15.6. Commits 35a517c Release version 1.15.6 of the npm package. c4f847f Drop Proxy-Authorization across hosts. 8526b4a Use GitHub for disclosure. See full diff in compare...

dependencies
javascript

Bumps [langchain](https://github.com/langchain-ai/langchain) from 0.1.5 to 0.1.11. Release notes Sourced from langchain's releases. v0.1.11 What's Changed more query analysis docs by @​hwchase17 in langchain-ai/langchain#18358 docs: anthropic qa quickstart by @​baskaryan in...

dependencies
python

Getting below error sometimes in continued conversations. `"message":"All records failed processing. 1 individual errors logged separately below.\n\nTraceback (most recent call last):\n File \"/opt/python/aws_lambda_powertools/utilities/batch/base.py\", line 500, in _process_record\n result = self.handler(record=data)\n...

enhancement

*Issue #, if available:* N/A *Description of changes:* Implemented local asset bundling, which will be used instead of Docker when possible. Local bundling is preferred over DIND for performance and...

Bumps [langchain](https://github.com/langchain-ai/langchain) from 0.1.5 to 0.1.11. Release notes Sourced from langchain's releases. v0.1.11 What's Changed more query analysis docs by @​hwchase17 in langchain-ai/langchain#18358 docs: anthropic qa quickstart by @​baskaryan in...

dependencies
python