Infrastructure-as-code for a serverless knowledge base using Amazon Bedrock, Aurora PostgreSQL (with pgvector), Lambda, and S3. This setup ingests domain-specific data into a Bedrock Knowledge Base for retrieval-augmented generation (RAG) and handles automated question answering.