Vector Databases

Under Construction

We're building production-ready examples for vector databases on Amazon EKS. Check back soon!

Coming Soon

High-performance vector storage and similarity search for AI applications, embeddings, and semantic data retrieval.

Planned Stacks:

• Milvus on EKS - Distributed vector database deployment
• pgvector - PostgreSQL extension for vector similarity search
• Weaviate - Cloud-native vector database
• Qdrant - High-performance vector search engine

Use Cases:

• Semantic search across documents and data
• Recommendation systems
• Image and video similarity search
• Retrieval-Augmented Generation (RAG) pipelines