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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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Implement the ability for users to create private workspaces they own and control access to. Key requirements: 1. Workspaces owned by creating user. 2. Owner can grant read-only or read/write...

*Issue #389 , if available:* *Description of changes:* * Added CLI option to capture a default database name from user while selecting Aurora Rag Engine * Optionally pass the database...

Currently getting the following in the lambda functions using langchain: ``` /opt/python/langchain/llms/__init__.py:548: LangChainDeprecationWarning: Importing LLMs from langchain is deprecated. Importing from langchain will no longer be supported as of langchain==0.2.0....

dependencies
python
stale

Dear all, Is it possible to show not only the status of operation ('Uploading'), but also the the progress of operation (ex. '45% complete') ? Pls. see attached the screenshot....

stale

*Issue #149 :* *Description of changes:* Added delete functionality for all types of documents (Files, Texts, Q&A and Websites). The feature deletes the documents from S3 upload bucket, S3 processed...

**Description** When sending a basic prompt to OpenAI in the playground, the status wheel keeps spinning and no response is returned. **Steps to reproduce** 1. Deploy the solution 2. Set...

*Issue #, if available:* *Description of changes:* Ability to now have the webcrawler crawl and parse PDFs in addition to the existing capability to crawl text/html files. This change adds...

We're aiming to enable users to sign in using their Azure AD credentials as a SAML provider. I've been following the documentation on how to connect SAML SSO to AWS...

stale

Description: the current solution supports fixed prompt templates defined in the LLM adapters lambda functions. While this provide flexibility to change the prompts it does not easily enable experimentation. We...

enhancement

Currently the chat can use either a `langchain` model interface or `idefics` model interface. `langchain` model interface uses the selected LLM as foundation model for a Langchain Conversational or ConversationalRetriever...

enhancement