I wrote this post based on work I did with AWS customers. The post introduces the ai-chat-accelerator project, a reference implementation for building enterprise-grade AI chatbots on AWS using Bedrock Knowledge Base, PostgreSQL, and containers. The solution is modular, scalable, and secure, with features like semantic search, LLM integration, extensibility, and high availability. It leverages AWS services such as Amazon Aurora Serverless, S3, and Fargate to simplify deployment and operations. Detailed deployment steps and customization options are provided, allowing businesses to tailor the chatbot to their needs while adhering to enterprise security standards. The project emphasizes ease of use, flexibility, and reliability.

https://github.com/aws-samples/ai-chat-accelerator