Default Core
v1.0.6The standard brain. Includes F1 lore, hardware, tech terms, Hackintosh notes, geography, and general knowledge.
- CyberDev
- >=2.1.0
- Core
Deterministic Query Model
Deterministic answers,
Deterministic answers,
Zero hallucinations.
A lightweight, sub-millisecond query engine built with nested dictionary Trie paths. Offline, fast, and driven by modular .tqm brains.
About DQM
DQM walks direct word branches in stored knowledge trees instead of guessing tokens with heavy models.
If a path exists, you get the exact answer in microseconds. If it does not, you get a clean path notice. Simple, offline, and predictable.
clean logic • modular brains • zero bloat
What's New in v2.1.0
The latest release introduces modular architecture and standard verification:
-
External Brains: Drop any
.tqmfile intobrains/to load it. - Brain Selector: Interactive startup menu scans and lets you pick your brain.
- Engine Compatibility: Verifies version requirements so older engines don't break.
-
Standard Metadata: Standardized fields for
brain_id, author, license, and routes. - Normalizer Polish: Extended aliases, contraction expansion, and bug fixes.
Brain Library
F1 Lore
v1.0.0Dedicated motorsport brain covering 2026 regulations, driver lineups, circuits, and team principals.
- CyberDev
- >=2.1.0
- Racing
PC Hardware
v1.0.0In-depth computer hardware data, overclocking basics, storage specs, and system architectures.
- Community
- >=2.1.0
- Tech
Community Brains
Create
Build your own topic pack. Retain CC-BY-NC-SA-4.0 in the metadata and submit a PR.
Quick Start
Run DQM locally in three simple steps:
$ git clone https://github.com/tanzeemrockz/DQM.git
1
$ cd DQM
2
$ python main.py
3
License & Contact
DQM brains are licensed under CC-BY-NC-SA-4.0 (Attribution-NonCommercial-ShareAlike).
- Creator: Mohamed Tanzeem I (CyberDev)
-
Email:
tanzeemrockz@cyberslayercorpz.dev,imohamedtanzeem@gmail.com - Operator: cyberslayercorpz.dev
-
Matrix.Org:
@tanzeemrockz:matrix.org