SatoriDB

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SatoriDB is a coding & development tool that provides a single, self-hosted engine for memory, search, and context. It replaces five separate tools, offering vector store, graph DB, document store, semantic search, and AI memory in one local install.

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At a glance

Pricing

Freemium · Paid

Free tier

Yes

API

Yes

Skill level

Technical

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About

What is SatoriDB?

SatoriDB is a powerful, self-hosted engine designed to simplify the modern data stack for developers and teams. It consolidates five critical functionalities—vector store, graph database, document store, semantic search, and AI memory—into a single, local installation, eliminating the need for multiple tools and cloud dependencies. Its core, the Mindspace, is a dynamic semantic space that intelligently learns and retrieves context, and can be shared across multiple AI agents simultaneously. SatoriDB boasts impressive performance, with an average semantic search latency of 2.1ms, making it significantly faster than competitors like Pinecone and Chroma. It offers a simple developer experience with one-command installation, a single API, and zero configuration, supporting SDKs for JS, Python, Rust, and Go.

Best used for

Ideal for indie developers and teams who need to consolidate their data stack, build intelligent AI agents, and ensure data privacy. Especially valuable for replacing complex RAG pipelines with a faster, self-hosted solution that dynamically learns context.

Common actions

manage data locally

perform semantic search

build AI agents

store vector embeddings

query graph data

analyticsDatabaseartificial intelligence

Capabilities

Key features

5-in-1 tool replacement
100% self-hosted
2.1ms semantic search
Dynamic Mindspace context
SDKs for JS, Python, Rust, Go
Vector search
Graph queries

Target Audience

developerstartup founder

Integrations

Not yet documented

Pricing & Plans

Freemium · Paid

Not publicly disclosed. Check satoridb.com for current pricing.

FAQs

What is the 'Mindspace' in SatoriDB?

The Mindspace is SatoriDB's core component, acting as a dynamic semantic space. It learns context, intelligently retrieves it, and can be shared across multiple AI agents simultaneously. This allows agents to share and leverage contextual information without complex wiring.

How does SatoriDB compare to other vector databases like Pinecone or Chroma?

SatoriDB differentiates itself by consolidating five tools into one self-hosted engine, including vector store, graph DB, and semantic search. It also boasts significantly faster semantic search latency, averaging 2.1ms, which is up to 2.8 times faster than its nearest competitors.

Is SatoriDB truly self-hosted, and what does that mean for my data?

Yes, SatoriDB is 100% self-hosted, meaning all your data remains on your own servers. This ensures no data leaves your infrastructure, providing full control, compliance-friendliness, and eliminating vendor lock-in or cloud dependencies.

What programming languages and frameworks does SatoriDB support?

SatoriDB provides SDKs for popular programming languages including JavaScript, Python, Rust, and Go. This allows for easy integration into various development stacks and projects, enabling developers to get started quickly.

What is included in the free tier of SatoriDB?

The free tier of SatoriDB includes access to one Mindspace. This allows users to get started and experience the core functionalities of the engine without any cost, making it suitable for initial development and testing.

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