Pinecone

Managed vector database designed for machine learning applications. Provides fast, scalable similarity search for embeddings and ML models.

Key Features

• Vector Search: Efficient nearest neighbor search
• Real-Time Updates: Live index updates with no downtime
• Scalability: Auto-scaling based on workload
• Hybrid Search: Combine vector and metadata filtering
• Managed Service: No infrastructure management required

My Experience

Used Pinecone for storing contrastive learned vectors, enabling fast similarity matching between astronomical event data and research papers in the embedding space.