Build an intelligent photo search using Amazon Rekognition, Amazon Neptune, and Amazon Bedrock
Machine Learning Blog
This article demonstrates building an intelligent photo search system combining Amazon Rekognition, Neptune, and Bedrock for automated face recognition, relationship mapping, and AI-powered captioning.
- Automatically identify individuals from reference photos without manual tagging
- Neptune graph database enables relationship-aware queries like "Sarah's manager"
- Amazon Rekognition detects objects, scenes, and activities across photos
- Amazon Bedrock generates context-aware captions with customizable tone
- Serverless architecture scales from family albums to enterprise archives
- Configuration-driven relationship management supports unlimited use cases
- Processing 1,000 images costs approximately $15–25 with minimal storage
- Complete source code available on GitHub with AWS CDK deployment
- Comprehensive security includes encryption, VPC isolation, and audit logging
The solution transforms photo discovery from manual tagging to intelligent, context-aware search understanding people, objects, and relationships.
The AWS News Feed is currently looking for gold sponsors. If you want to support the AWS community and reach a large audience of AWS professionals, consider sponsoring the AWS News Feed.
Related articles
Apr 6
2026
2026
Building Intelligent Search with Amazon Bedrock and Amazon OpenSearch for hybrid RAG solutions
May 29
2024
2024
Enhance image search experiences with Amazon Personalize, Amazon OpenSearch Service, and Amazon Titan Multimodal Embeddings in Amazon Bedrock
Apr 24
2025
2025
Combine keyword and semantic search for text and images using Amazon Bedrock and Amazon OpenSearch Service
Apr 3
2024
2024
Build a contextual text and image search engine for product recommendations using Amazon Bedrock and Amazon OpenSearch Serverless
The AWS News Feed is currently looking for silver sponsors. If you want to support the AWS community and reach a large audience of AWS professionals, consider sponsoring the AWS News Feed.