reflex

About reflex

reflex A tiny "decision model" you can run on your own GPU. You give it some information (a support ticket, a document, a photo) and a list of questions with fixed answer options. It answers all the questions at once and tells you how sure it is about each option, as percentages. It never writes free text, so it can never make up an answer that isn't on your list. It is an open re-creation of Jev, the "System One" model TypeSafe released in September 2026, built on top of a normal open-weights model (Qwen3.5-4B by default).

Quick Facts

Stars	169
Forks	19
Language	Python
Category	AI Tool
License	MIT
Quality Score	59.9164470305713/100
Open Issues	4
Last Updated	2026-10-06
Created	2026-09-17
Platforms	python
Est. Tokens	~15k

Compatible Skills

These tools work well together with reflex for enhanced workflows:

openjev-sglang — semantic(0.27)+complementary+shared_fw(huggingface)+same_lang+similar_pop+shared_platform (67%)
pg-jev — semantic(0.24)+complementary+same_lang+similar_pop+shared_platform (58%)
mini-jev — semantic(0.44)+shared_fw(huggingface)+same_lang+similar_pop+shared_platform (58%)
jev-mcp — semantic(0.23)+complementary+same_lang+similar_pop+shared_platform (58%)
jevmlx — semantic(0.20)+complementary+same_lang+similar_pop+shared_platform (57%)

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Frequently Asked Questions

What is reflex?

reflex is A small open decision model: state + typed questions -> calibrated probabilities. A Jev / System One re-creation on Qwen3.5.. It is categorized as a AI Tool with 169 GitHub stars.

What programming language is reflex written in?

reflex is primarily written in Python.

How do I install or use reflex?

You can find installation instructions and usage details in the reflex GitHub repository at github.com/kshetrajna12/reflex. The project has 169 stars and 19 forks, indicating an active community.

What license does reflex use?

reflex is released under the MIT license, making it free to use and modify according to the license terms.

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