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 8/3/2026.

stars

56

forks

16

created

Feb 2026

pushed

Aug 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

    v0.18.0 — the pack substrate consumers can build on

    # v0.18.0 — the pack substrate consumers can build on Since v0.17.1. No schema change (still v50). Additive API; no removals. ## Packs: provenance, signed settings, allowlist recall, mount-ordered c

    github releases · 8/26/2026, 4:15:00 AM

  • release

    v0.17.1 — import works on Python 3.10 again

    Patch release for the 0.17 line. ## Fixed - **`import yantrikdb` failed on Python 3.10** — `src/yantrikdb/organize.py` imported `datetime.UTC` (a 3.11+ name) while the package declares `requires-pyth

    github releases · 8/25/2026, 11:15:00 PM

  • release

    v0.17.0 — thread-aware retrieval, reachable event time, convergent replication

    # v0.17.0 — thread-aware retrieval, reachable event time, convergent replication 32 commits since v0.16.0 (`385de30` → `74066e1`). Schema v47 → **v50** (lazy migration; verified on a live 5,968-row v

    github releases · 8/25/2026, 10:15:01 PM

  • release

    v0.16.0 — synthesis lifecycle, provenance, and the embedder-identity gate

    ## Behavior change: embedder identity is now checked (#117, #138) Attaching an embedder whose declared `fingerprint`/`digest` contradicts the store's recorded identity now raises instead of silently

    github releases · 8/22/2026, 9:15:01 PM

  • release

    v0.15.6 — think() reports the conflicts it wrote

    Patch release. `think()`'s `conflicts_found` counted two of the **three** code paths that persist conflicts, so a real, stored conflict was reported as zero — the number every caller reads, every exam

    github releases · 8/19/2026, 1:15:01 PM

Audit log · 4

Public · append-only

  • 8/3/2026, 4:00:01 AMreverifiedtrust=L1
  • 7/3/2026, 4:00:02 AMreverifiedtrust=L1
  • 6/2/2026, 6:42:20 AMverifiedtrust=L1
  • 6/2/2026, 6:42:20 AMclaimedtrust=L1