🏆 #5,658 overall#1173 of 1,375 in Language Models

crimeacs /auto-improve

GAN-style self-improvement loop for any text artifact: mutate, grade with a SEPARATE model, keep only verified wins (pairwise-judged), revert the rest. The git history is the improvement log.

$ git clone https://github.com/crimeacs/auto-improve.git
GitHub social preview for crimeacs/auto-improve
Stars
140
140
This week
—
Forks
16
16
Language
Python
License
MIT
Created
Jun 1, 2026
0.5 years old
Last push
Aug 3, 2026

Categories

GitHub topics

More in Language Models

Language Models

llm4s/llm4s🔥 active

Agentic and LLM Programming in Scala

🔍 Search & Retrieval
ScalaMITupdated Nov 13, 2026
GitHub ↗★ 279⑂ 141
Language Models

dair-ai/Prompt-Engineering-Guide

▲ +171 ★ this week

🐙 Guides, papers, lessons, notebooks and resources for prompt engineering, context engineering, RAG, and AI Agents.

🔍 Search & Retrieval
MDXMITupdated Mar 11, 2026
GitHub ↗★ 80K⑂ 8.8K
Language Models

google/langextract🔥 active

▲ +37 ★ this week

A Python library for extracting structured information from unstructured text using LLMs with precise source grounding and interactive visualization.

🧠 Natural Language Processing
PythonApache-2.0updated Nov 10, 2026
GitHub ↗★ 39.3K⑂ 2.8K
Language Models

vercel/ai🔥 active

▲ +137 ★ this week

The AI Toolkit for TypeScript. From the creators of Next.js, the AI SDK is a free open-source library for building AI-powered applications and agents

TypeScriptOtherupdated Nov 13, 2026
GitHub ↗★ 27.9K⑂ 5.6K
Language Models

neuml/txtai🔥 active

▲ +310 ★ this week

💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows

🔍 Search & Retrieval🧬 Embeddings🧠 Natural Language Processing
PythonApache-2.0updated Nov 13, 2026
GitHub ↗★ 13.4K⑂ 1K
Language Models

crmne/ruby_llm🔥 active

▲ +12 ★ this week

The Ruby AI framework.

🔍 Search & Retrieval
RubyMITupdated Nov 10, 2026
GitHub ↗★ 4.5K⑂ 534

Data from GitHub · snapshot Nov 13, 2026