Leverage | AWS GenAI | LLM RAG Full-Chatbot

Leverage – AWS GenAI LLM RAG Full‑Chatbot is a complete, enterprise-grade implementation of a retrieval-augmented generation chatbot solution built on AWS infrastructure.

Designed to help startups and enterprises accelerate GenAI adoption, this service offers:

Document ingestion pipelines and embedding generation

Vector indexing with semantic search across custom knowledge sources

Prompt orchestration with context management and memory

Modular infrastructure as code for deployment, scaling, and security

This is not a demo—it’s a full-stack, production-grade chatbot framework that integrates with AWS Bedrock and other foundational GenAI components. Whether you're building internal knowledge bots, customer-facing assistants, or intelligent documentation access layers, this framework is designed to scale.

Best practices, automation, and monitoring guidelines are all included, so you can move confidently from experimentation to real-world implementation.