QandA solution with LLM or Kendra

0

Which aws service should we start with to build a chatbot with our private data in AWS? Should we go to Kendra or any LLM solution?

1 Answer
0
Accepted Answer

Kendra is the good starting point to build your QandA chatbot. Using Amazon Web Services (AWS) Kendra, you can build a Q&A chatbot that leverages natural language understanding and machine learning to deliver accurate answers to questions while keeping your data in your AWS account. If your data is already in AWS, you can config different source for your Kendra's index such as using S3 - https://docs.aws.amazon.com/kendra/latest/dg/data-source-s3.html

As a solution, usually you need to config a 'front-end' for your solution either via Lex service or a traditional Web based solution like API Gateway/Lambda and Website to handle the user interaction. You can also use other AWS services like Polly to turn the text into voice.

You can definitely combine the LLM solutions using AWS Sagemaker JumpStart Foundation Models(in preview mode and in selected regions) as your generative AI source with Kendra/OpenSearch as your KnowledgeBase. We provides LLM models for Text Summerization and Question Answering

Here are some links to start with

Hope this is a good starting point for your Q&A chatbot solution

If you think this helps your solution design, please accept the answer

AWS
answered a year ago
profile picture
EXPERT
reviewed 9 months ago
  • Thanks a lot

You are not logged in. Log in to post an answer.

A good answer clearly answers the question and provides constructive feedback and encourages professional growth in the question asker.

Guidelines for Answering Questions