RAG / AWS
NovaTech HR Policy Assistant
RAG assistant that answers HR policy questions with cited source passages.
[01] problem
Answer employee questions from policy documents, showing where each answer came from and refusing what the documents don't support.
[02] approach
- 01Synthetic HR policy PDFs are stored in Amazon S3 and indexed with Amazon Bedrock Knowledge Bases for managed retrieval and generation.
- 02Answers come back with retrieved passages and source references.
- 03Bedrock Guardrails plus application-level validation catch unsafe or out-of-scope inputs and unsupported answers.
[03] what's interesting
- There are two layers of safety: Bedrock Guardrails, then application-level validation.
- The policy documents are synthetic.
[04] stack
- Python
- Streamlit
- AWS S3
- Amazon Bedrock
- Bedrock Guardrails
- Boto3