| What it does | Continual learning infrastructure for AI agents
| Self-hosted AI database combining SQL, vectors, graphs, and durable agents in one engine
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| Stage | Not given
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| Founded | Not given
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| Based in | US
| US
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| Pricing model | Contact for pricing
| Freemium
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| Pricing | Not given
| Community Edition is free. Enterprise Edition pricing available by contacting the team.
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| Key features | - GPU streaming to fine-tuning
- Serverless Postgres interface
- Trajectory capture for agent traces
- Cross-team memory synchronization
- Skill distribution across organization
- Database optimization
- Kernel generation
- Physical AI policy optimization
- Production verification and regression checking
| - Durable agents defined with CREATE AGENT that fire on schedule and data changes
- Bundled local LLM inference with llama-3.2-1b via llama-cpp
- Filesystem Collections with automatic ingestion of PDFs, images, CSV, audio, and video
- 187 ready-to-run recipes shipped with the binary
- Single binary installation with no JVM, Python runtime, or external orchestrator required
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| What makes it different | - Makes every agent execution count for smarter next runs
- Turns agent traces into shared organizational skills
- Explicit continuous learning loop across data, memory and software
- Replaces complex data infrastructure with database for AI
- Recognized as 2024 Gartner Cool Vendor
| - Agents run as database schema objects with built-in memory, audit trail, and reproducibility
- One query language (SQL and Cypher) unifies relational, vector, graph, ML, and inference operations
- No external orchestrators, queues, workers, or synchronization jobs required
- Built on SQLv2, an open specification that outlives any single vendor
- Sovereign AI design keeps all data local with no mandatory external API calls for core operations
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| Community votes | 0 | 0 |
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| DR (Domain Rating by Ahrefs) | 65 ● no change since last check | 10 ● no change since last check |
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| Trust Flow (Majestic) | 15 | 4 |
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| Citation Flow (Majestic) | 40 | 29 |
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| Referring domains (Majestic) | 813 | 40 |
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