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Generative AI

Enterprise RAG Chatbots on AWS

Retrieval-augmented generation for conversational business workflows, deployed as Docker services on Amazon ECS with Amazon RDS.

PythonPHPLaravel
Project name
Enterprise AI Chatbots & RAG Solutions
Company
Strategic Systems International
Role
Principal Software Engineer / Generative AI Engineer
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Illustration of Enterprise RAG Chatbots on AWS

Project overview

I developed enterprise chatbots that use retrieval-augmented generation (RAG) to bring relevant material into an LLM conversation. The applications use Python, PHP and Laravel, with containerized services on Amazon ECS and a relational database on Amazon RDS.

Tools & Technologies

Python · PHP · Laravel · LLMs · RAG · Generative AI · AI Automation · Amazon ECS · Amazon RDS · Docker

Project illustrations use sample data.

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