AWS Bedrock RAG Systems Vector Databases

Complete RAG implementations and production systems built on Amazon Bedrock with vector databases (Aurora pgvector, Redis, OpenSearch). Does NOT include general RAG frameworks, non-AWS vector databases, or individual components without Bedrock orchestration.

There are 10 aws bedrock rag systems tools tracked. 1 score above 50 (established tier). The highest-rated is awslabs/genai-bedrock-agent-chatbot at 51/100 with 127 stars.

Get all 10 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=vector-db&subcategory=aws-bedrock-rag-systems&limit=20"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

#	Tool	Score	Tier	Stars	Language
1	awslabs/genai-bedrock-agent-chatbot A demo ChatBot application developed using Amazon Bedrock service's...	51	Established	127	Python
2	aws-samples/bedrock-kb-rag-workshop Bedrock Knowledge Base and Agents for Retrieval Augmented Generation (RAG)	33	Emerging	64	HTML
3	jashabalcom/dubai-wealth-ai Enterprise SaaS platform — 16 AWS CDK stacks, 77 Lambda functions (ARM64),...	23	Experimental	1	TypeScript
4	redis-applied-ai/aws-redis-bedrock-stack Reference architecture, guides, and examples using Amazon Bedrock and Redis...	22	Experimental	15	—
5	chetangadhiya5062/aws-generative-ai-engineering A comprehensive learning repository documenting hands-on exploration of...	22	Experimental	—	—
6	Oabanjo01/intelligent-document-search AI-driven document intelligence platform leveraging AWS Bedrock Knowledge...	16	Experimental	1	HCL
7	akankshacore/ask-hr A RAG-based HR policy query system that processes PDF documents, creates...	15	Experimental	1	Python
8	fadynabil10/AI-SalesGrid-on-AWS AI SalesGrid - Your AI Superpower in Sales for Enterprise - Real-Time AI...	14	Experimental	—	Python
9	Bhavya0001123/aws-bedrock-rag-knowledge-base 🔍 Build a production-grade RAG system for heavy machinery support using AWS...	14	Experimental	—	HCL
10	zcoulibalyeng/aws-bedrock-rag-knowledge-base Generative AI document intelligence system using Amazon Bedrock, Aurora...	11	Experimental	—	HCL