Upstash Vector
Serverless vector database for AI and similarity search.
Executive Summary
Upstash Vector is a fully managed, serverless vector database designed for modern AI and similarity search applications. It provides a highly scalable and performant solution for storing and querying vector embeddings, which are crucial for building applications powered by Large Language Models (LLMs) and other machine learning models. Built with a pay-as-you-go pricing model, Upstash Vector eliminates the complexities of hosting and managing vector infrastructure, allowing developers to focus on building their applications. It offers low query latency through optimized algorithms like DiskANN and FreshDiskANN, making it a cost-effective choice for real-time AI workloads.
Use Cases
- Powering AI applications with vector embeddings
- Implementing similarity search for recommendations or content retrieval
- Semantic caching for Large Language Models (LLMs)
- Building real-time search engines
Features
Visibility
- Upstash Console: Web-based interface for managing vector indexes, monitoring usage, and configuring settings.
Intelligence
- Semantic Search: Perform similarity searches to find semantically related data points using vector embeddings.
- Low-Latency Querying: Optimized for fast vector queries using DiskANN and FreshDiskANN algorithms.
Technical Specifications
- Architecture
- Serverless, distributed architecture with HTTP-based APIs, optimized for low-latency vector search using DiskANN and FreshDiskANN algorithms.
- Deployment
- SaaS
- API Available
- Yes
Infrastructure
- AWS
AI/ML Stack
- DiskANN
- FreshDiskANN
- LLM technology
- Dense vectors
- Sparse vectors
- Hybrid search
Security & Compliance
Certifications: SOC 2 Type 2
Encryption: Data is encrypted at rest and in transit, protected by appropriate technical and organizational measures.
Pricing
- Model
- Free, usage-based (Pay as You Go), and fixed monthly plans
- Starting Price
- Free plan available; Pay as You Go per-request pricing; Fixed plan with fixed monthly price; Pro and Enterprise custom fixed monthly pricing
- Target Customer
- Developers,Startups,SMB,Mid-Market,Enterprise
- Contract Type
- Monthly; usage-based
- Free Trial
- Yes (no credit card required)
About Upstash
Upstash is a serverless data platform that provides low latency and high scalability for real-time applications. It allows users to deploy data services like Redis, Kafka, and Vector databases in seconds.