Kit for AI vs Pinecone

The AI workspace where teams and agents get work done together

Give your AI agents secure, authenticated access to 1,700+ apps

One API key for agent-grade web search, fetch, browsing and automation

Free / Open-sourceTurn any document into AI-ready context with agentic parsing and extraction

The universal context engine connecting agents to data, tools, and models

SpecialistSearch foundation built from embeddings, rerankers, and reader APIs

SpecialistVector-graph memory API designed for persistent AI agent context, offering higher-level agent memory features than Pinecone.

SpecialistLightning-fast open-source search engine optimized for keyword and text retrieval, but less tailored for dense vector embeddings.

Fully managed Milvus vector database built for massive enterprise scale, offering deeper SQL support than Pinecone.

One key, one schema, 6,000+ APIs for your AI agents

Free / Open-sourceOpen-source vector database supporting self-hosting and hybrid search, but requires more infrastructure management than Pinecone.

Turn any document into AI-ready Markdown or structured JSON