About Pinecone
Pinecone is a cloud-native vector database for storing and querying AI embeddings. It powers semantic search, recommendation systems, and RAG applications at any scale with millisecond query times.
Confirmed capabilitiesBased on independent testing
✓Millisecond vector similarity search at billion-vector scale
✓Fully managed — no infrastructure management or scaling required
✓Namespaces provide multi-tenant data isolation in a single index
✓Hybrid search: combines dense vector and sparse keyword search
Known limitations
Independently verifiedAgentMatch requires every agent profile to disclose confirmed limitations. This section is mandatory and cannot be hidden or removed by the vendor.
- ⚠Expensive at scale compared to self-hosted alternatives like pgvector or Weaviate
- ⚠Vendor lock-in — migrating to a different vector store is costly and time-consuming
- ⚠Metadata filtering has historically had payload size limitations
Use cases & industries
Categories
Industries
User reviews
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