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@yantrikos

yantrikos

Cognitive memory infrastructure for AI agents — consolidation, contradiction detection, and temporal decay instead of just vector retrieval.

YantrikOS

Building an AI-native OS. Memory first.

The goal is something like Jarvis — ambient, persistent, context-aware AI as the foundation of the OS, not an app on top.

Memory turned out to be the bottleneck. Before you can build an AI OS, you need memory that doesn't forget what matters, doesn't hoard what doesn't, and catches when your agent contradicts itself three sessions later.

So we're building memory first.

YantrikDB demo

Where we are now

YantrikDB — the memory layer. Cognitive memory database for AI agents. Rust, AGPL, shipping today. Consolidates duplicate memories, detects contradictions, fades stale facts via temporal decay. Used in production at tv.bothn.com for 24/7 AI sitcom agents.

docker run -d -p 7438:7438 ghcr.io/yantrikos/yantrikdb:latest

Full docs: yantrikdb.com

Ecosystem

Where we're going

Memory is chapter one. Runtime, agent primitives, policy, and OS integration come next. The memory work is mapped in RFC 006 — scoped claims as the primitive, context-aware conflict detection, phased across v0.6 → v0.7.

This is the early foundation. The OS is the destination.

Get involved

  • File issues, RFC feedback, PRs on any repo
  • Discussions on the main repo
  • AGPL for the server, MIT for the MCP tooling

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  1. yantrikdb-server yantrikdb-server Public

    Cognitive memory database for AI agents — consolidates duplicates, detects contradictions, fades stale memories via temporal decay. Rust, AGPL, ships as library / MCP server / HTTP cluster.

    Rust 107 4

  2. yantrikdb-mcp yantrikdb-mcp Public

    YantrikDB MCP Server — Cognitive memory for AI agents

    Python 8 2

  3. tier tier Public

    Tier — tier-based tool routing for AI agents of any size

    Python 5 1

  4. yantrikdb yantrikdb Public

    A Cognitive Memory Engine for Persistent AI Systems

    Rust 5

  5. yantrikdb-hermes-plugin yantrikdb-hermes-plugin Public

    YantrikDB memory provider for NousResearch/hermes-agent — self-maintaining memory with canonicalization, contradiction tracking, recency ranking, and explainable recall.

    Python

  6. yantrik-os yantrik-os Public

    Yantrik OS — personal AI companion platform

    Rust 1

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