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Spectron

Agent memory on ACID: graph, vectors, docs & rows in one transaction. Built for provenance and hybrid retrieval.

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Overview

Spectron is a next-generation agent memory system built on a single ACID substrate. Unlike traditional approaches that stitch together separate stores for graphs, vectors, documents, and structured rows, Spectron unifies all four data models in one transactional engine. Every fact carries explicit provenance information, and corrections take effect as superseding facts rather than destructive overwrites. This design ensures full auditability and temporal consistency.

Hybrid retrieval seamlessly fuses vector similarity, graph traversal, BM25, and keyword search into a single query. Retrieval traces are fed back into the ranking model, continuously improving relevance. Spectron supports tri-temporal facts (valid time, transaction time, and assertion time), multi-tenant isolation, and the Model Context Protocol (MCP) for seamless integration with AI agents.

Key Features

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Single ACID transaction across graph

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vector

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document

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and structured row stores

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Built-in provenance tracking for every fact

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Corrections supersede older facts without destructive overwrites

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Hybrid retrieval combining vector

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graph

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BM25

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and keyword search

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Tri-temporal facts (valid

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transaction

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and assertion time)

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Multi-tenant isolation with per-tenant schemas

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Model Context Protocol (MCP) support for AI agent integration

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Self-improving ranking via retrieval trace feedback

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No need for separate sync pipelines or ETL

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Full consistency and integrity guarantees

Pros & Cons

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Pros

  • arrow_right + Unified data models in one transactional store
  • arrow_right + Full provenance and temporal awareness
  • arrow_right + Hybrid retrieval with self-improving ranking
  • arrow_right + No data sync pipelines needed
  • arrow_right + ACID guarantees for agent memory workloads
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Cons

  • arrow_right - Pricing not transparent; likely enterprise-only
  • arrow_right - May have a steeper learning curve due to unified model
  • arrow_right - Limited community resources compared to specialized databases
  • arrow_right - Not optimized for extremely high-throughput OLTP workloads

Pricing Details

Pricing is not publicly available. Spectron is typically offered as an enterprise solution. Contact the team for a custom quote based on scale, deployment (cloud or on-premises), and support requirements.

FAQ

What makes Spectron different from other vector databases?

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vector

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and structured row models in one ACID transaction

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How does Spectron handle data consistency?

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preserving history.

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Can I use Spectron with existing AI frameworks?

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Spectron supports the Model Context Protocol (MCP) and provides SDKs for popular frameworks.

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Is Spectron suitable for multi-tenant applications?

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Smart Alternatives & Comparison

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Spectron
Spectron This Tool
Overview Agent memory on ACID: graph, vectors, docs & rows in one transaction. Built for provenance and hybrid retrieval. Agent memory on ACID: graph, vectors, docs & rows in one transaction. Built for provenance and hybrid retrieval.
Pricing Model Freemium Freemium
Community Rating
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Developer API cancel Not Available cancel Not Available
Open Source lock Proprietary lock Proprietary
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