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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

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This the screenshot from the webapp available models This is the screenshot from AWS Bedrock "amazon.titan-embed-text-v1" although this is visible inside the workspace but not visible in the model page

stale

**Observed behavior:** Trying to deploy in af-south-1 fails with the following error ``` 7:05:48 AM | CREATE_FAILED | AWS::CloudFront::Distribution | UserInterface/Publ...ion/CFDistribution Resource handler returned message: "Access denied for operation 'AWS::CloudFront::Distribution:...

stale

**Observed behavior:** Trying to deploy in af-south-1 fails with the following error ``` CREATE_FAILED | AWS::S3::Bucket | ChatBotApi/ChatBuckets/FilesBucket Resource handler returned message: "The specified method is not allowed against this...

stale

*Issue #, if available:* Kendra retrieval fails when the query has more than 1000 characters. The error can be reproduced by choosing a workspace that uses the Kendra engine and...

Bumps [langchain-community](https://github.com/langchain-ai/langchain) from 0.0.36 to 0.2.5. Release notes Sourced from langchain-community's releases. langchain-community==0.2.5 Release langchain-community==0.2.5 Changes since langchain-community==0.2.4 community: release 0.2.5 (#22923) docs: Fix wrongly referenced class name in confluence.py...

dependencies
python

Hi, What is the best way/format to index a set of Questions and Answers into a workspace? Also, can we add Q-A data into the same workspace alongside a set...

*Issue #, if available:* *Description of changes:* * Upgrade the cloudfront CDK Construct. `CloudFrontWebDistribution` is deprecated * Add [Security headers](https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-cloudfront-responseheaderspolicy-securityheadersconfig.html) * Added WAF to throttled the Appsync request per IP....

*Issue #, if available:* #235 *Description of changes:* Aurora changes: * Upgrade engine (15.4->15.7) and related pgvector extension (0.4.1 -> 0.7) * Add backups configuration (35 days) * Add DB...

Amazon DynamoDB limits the size of each item in a table to 400 KB. It's feasible that this limit could be reached on the sessions table because of all the...

### **Pull Request: Centralize and Internationalize System Prompts** This pull request addresses the issue of scattered system prompts across the codebase and the lack of support for internationalization, as described...