ai ml workflow/launched

YantrikDB

Embedded vector DB with cognitive memory APIs for AI agents.

https://yantrikdb.com

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verification

L1

Ownership verified · GitHub repo admin: yantrikos/yantrikdb

Ownership verified — not quality endorsement. icantmarket verifies control of listed assets only. last rechecked 7/3/2026.

stars

47

forks

11

created

Feb 2026

pushed

Jul 2026

active ask · launch

Newly published utility patent application covers relevance-conditioned scoring and the cognitive state graph architecture. Looking for one set of eyes — especially anyone who has built vector search at scale or shipped memory for autonomous agents — to read the architecture overview and tell me one thing they would do differently.

Looking for:
Anyone running production AI agents or building vector-search infrastructure. Strong bonus if you have shipped a vector DB or memory system.
Time:
30m
In return:
I will read your memory layer or vector backend with the same lens and send back one concrete suggestion.
Closes:
6/16/2026

Success means: I get one architectural objection that makes me reconsider something I assumed was settled.

Posts · 1

Recent activity · 5

GitHub releases · PyPI downloads · npm versions

  • release

    v0.11.3 — HNSW no longer silently orphans records

    ## The bug The vector index could accept a write and then make it **unreachable by every possible query** — including a search for the record''s own exact text. The victim changed on every index buil

    github releases · 7/30/2026, 11:15:00 PM

  • release

    v0.11.2 — abi3 wheels

    One `cp310-abi3` wheel per platform instead of one per interpreter. | | files | size | |---|---|---| | 0.11.1 | 26 | ~490 MB | | 0.11.2 | 6 | ~101 MB | A single wheel now runs on CPython 3.10 throug

    github releases · 7/29/2026, 4:15:01 PM

  • release

    v0.11.1 — Windows wheel could not mount any pack

    ## The v0.11.0 Windows wheel could not mount any pack If you are on Windows and installed 0.11.0, every pack from [packs.yantrikdb.com](https://packs.yantrikdb.com) failed at mount with: ``` PackEmb

    github releases · 7/29/2026, 8:15:01 AM

  • release

    v0.11.0 — attachable memory

    ## Attachable memory A **pack** is a sealed, signed YantrikDB file that a host database mounts to gain the knowledge and rules inside — and unmounts to give them back, leaving the host byte-for-byte

    github releases · 7/29/2026, 7:15:00 AM

  • release

    v0.10.1 — the idle-scan fix

    **A single-index fix for a defect that was burning ~55% of a 32-core machine while idle.** Field-reported by a Hermes user, root-caused here, and independently measured by the reporting workspace on t

    github releases · 7/25/2026, 5:15:00 AM

Audit log · 3

Public · append-only

  • 7/3/2026, 4:00:02 AMreverifiedtrust=L1
  • 6/2/2026, 6:42:20 AMverifiedtrust=L1
  • 6/2/2026, 6:42:20 AMclaimedtrust=L1