Upstash Vector
upstash.com
What it is
Upstash Vector is a serverless cloud vector database for applications that need vector search, including NLP, RAG, recommendations, image recognition, clustering and classification. It uses DiskANN for approximate nearest-neighbor queries and also lists FreshDiskANN as an index type. Developers can use its REST API and SDKs, with first-class Python and TypeScript support and additional SDKs for Go and PHP. Similarity options include Euclidean distance, cosine similarity and dot product. Vectors can carry metadata, and query filters can restrict matches using metadata expressions. Hybrid indexes combine dense semantic search with sparse exact-token search and fuse the results. Documented integrations include Vercel AI SDK, Flowise, LangChain, Langflow, LlamaIndex and LlamaParse. The pricing page lists a default top-k limit of 1,000, up to 48 KB of metadata and 1 MB of data per vector. The Free plan allows 10K daily queries or updates and up to 1 GB of data and metadata. Pay as You Go costs $0.40 a month, billed per 100K requests, with separate storage and bandwidth terms. Region availability varies by plan.
Spec sheet
- Purpose
- Upstash Vector is a serverless vector database designed for high-performance vector search at scale, including NLP, RAG, recommendation, image recognition, clustering, and classification systems.Read 3 Oct 2026 · upstash.com
- Integrations
- The documentation provides integrations for Vercel AI SDK, Flowise, LangChain, Langflow, LlamaIndex, and LlamaParse.Read 3 Oct 2026 · upstash.com
- Support
- Enterprise features include professional support with a response-time SLA, a dedicated Slack channel, and a dedicated account manager.Read 3 Oct 2026 · upstash.com
- Headquarters
- CaliforniaRead 28 Sep 2026 · upstash.com
- Company
- Upstash describes itself as a data platform for developers and says it is based in California.Read 3 Oct 2026 · upstash.com
- API and SDKs
- Upstash Vector provides a REST API and SDKs with first-class Python and TypeScript support.Read 3 Oct 2026 · upstash.com
- Enterprise security
- The Enterprise page lists SOC 2 and HIPAA, SAML SSO, access logs, dedicated infrastructure, and encryption and ACLs, and names GDPR and ISO 27001 among its compliance standards.Read 3 Oct 2026 · upstash.com
- Free trial
- Upstash says it can provide free trials for Pro and Enterprise plans for testing and proof-of-concept purposes; the page does not state a trial length.Read 3 Oct 2026 · upstash.com
- Hybrid search
- Hybrid indexes combine dense semantic search and sparse exact-token search, then fuse the results.Read 3 Oct 2026 · upstash.com
- Metadata
- Vectors can have metadata attached, and query filters can restrict results to matching metadata expressions.Read 3 Oct 2026 · upstash.com
- Notable limits
- The pricing page lists a default topk limit of 1000 and a maximum of 48 KB metadata and 1 MB data per vector.Read 3 Oct 2026 · upstash.com
- Regions
- The pricing comparison lists regions including N. Virginia, AWS Ireland, AWS Iowa, and GCP, with availability varying by plan.Read 3 Oct 2026 · upstash.com
- Search engine
- The database uses DiskANN for approximate nearest-neighbor queries, which Upstash says provides high recall and low latency.Read 3 Oct 2026 · upstash.com
- Similarity functions
- It supports Euclidean distance, cosine similarity, and dot product.Read 3 Oct 2026 · upstash.com
Plans and prices
Strong points and limits
Strong points
- REST API and SDKs for four languages
- Supports metadata filtering and hybrid search
- Lists several application framework integrations
- Free plan includes 10K daily queries or updates
- Enterprise lists security and support features
Limits
- Free plan limits data and metadata to 1 GB
- Pay as You Go adds storage and bandwidth terms
- Region availability varies by plan
- Default top-k limit is 1,000
Who it suits
It suits developers building vector search into NLP, RAG, recommendation or related applications who want an API and language SDKs. Its metadata filters and hybrid indexes are relevant to projects that need filtered or combined semantic and exact-token search.
Verdict
Upstash Vector offers a free tier and usage-priced options for serverless vector search, with API, SDK and integration choices. Check plan-specific regional availability and limits against the intended workload.
Where Specifiction places it
- Vector Databases#13 of 277.9