#Reasoning
Showing 60 of 98 repositories tagged #reasoning, ranked by stars
π PageIndex: Document Index for Vectorless, Reasoning-based RAG
Hierarchical Reasoning Model Official Release
A visual playground for agentic workflows: Iterate over your agents 10x faster
Implement a reasoning LLM in PyTorch from scratch, step by step
TypeDB: Built for systems, not records
[ICLR 2023] ReAct: Synergizing Reasoning and Acting in Language Models
From Chain-of-Thought prompting to OpenAI o1 and DeepSeek-R1 π
Skywork-R1V is an advanced multimodal AI model series developed by Skywork AI, specializing in vision-language reasoning.
A Survey of Reinforcement Learning for Large Reasoning Models
Official implementation for "Automatic Chain of Thought Prompting in Large Language Models" (stay tuned & more will be updated)
Scalable RL solution for advanced reasoning of language models
WFGY is heading toward WFGY 5.0 Polaris Protocol, a major open-source release for AI reasoning, RAG, agents, and real-world workflows. Includes Problem Map, Global Debug Card, WFGY 4.0, and the CFV Easter Egg.
A collection of AI Agents papers (Updated biweekly)
Semantica π§ β’ Build AI systems that can explain, trace, and justify every decision. Knowledge graphs, context graphs, reasoning engines, provenance, and governance for production AI.
An Open-sourced Knowledgable Large Language Model Framework.
Engineering decisions engine that know when they're stale. Frame, compare, decide β with evidence decay and parity enforcement. For Claude Code, Cursor, Gemini CLI, Codex and more.
A curated list of papers and resources based on the survey "Agentic Reasoning for Large Language Models"
Understanding R1-Zero-Like Training: A Critical Perspective
π Search-o1: Agentic Search-Enhanced Large Reasoning Models [EMNLP 2025]
[NeurIPS 2025] TTRL: Test-Time Reinforcement Learning
[ACL 2023] Reasoning with Language Model Prompting: A Survey
Reinforcement Learning via Self-Distillation (SDPO)
Learn about Machine Learning and Artificial Intelligence
AI tutor powered by Theory-of-Mind reasoning
LLMs can generate feedback on their work, use it to improve the output, and repeat this process iteratively.
[ACL 2026 KnowFM] Awesome Agentic Deep Research Resources
Logic Language for LLMs π±ππ Build Neuro-Symbolic AI for Learning and Reasoning
πΎ OAT: A research-friendly framework for LLM online alignment, including reinforcement learning, preference learning, etc.
Litex: The Language Where Mathematics Verifies Itself.
β¨β¨Latest Papers and Benchmarks in Reasoning with Foundation Models
PyTorch Code for Energy-Based Transformers paper -- generalizable reasoning and scalable learning
Official Codebase for "Neural Thickets: Diverse Task Experts Are Dense Around Pretrained Weights" (ICML 2026 Spotlight)
MathCode: A Frontier Mathematical Coding Agent
This repository contains a collection of papers and resources on Reasoning in Large Language Models.
Official Implementation of ICLR 2024 paper: "Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning"
Official implementation of GDPO: Group reward-Decoupled Normalization Policy Optimization for Multi-reward RL Optimization
Open-source generalized AI agent for everyday task automations.
[EMNLP 2025] Awesome RAG Reasoning Resources
The Entropy Mechanism of Reinforcement Learning for Large Language Model Reasoning.
[ACL 2024] An Easy-to-use Instruction Processing Framework for LLMs.
Implementation for "Step-DPO: Step-wise Preference Optimization for Long-chain Reasoning of LLMs"
Code and data for "MAmmoTH: Building Math Generalist Models through Hybrid Instruction Tuning" [ICLR 2024]
εΊδΊ Gemini ηε―θ§εε€ζΊθ½δ½ζ·±εΊ¦ζ¨ηεΌζ | A visual multi-agent deep reasoning engine powered by Gemini, featuring dynamic planning, chain-of-thought visualization, and multi-session management. Built with React 19 + TypeScript + Vite 6.
β¨β¨Latest Advances on Neuro-Symbolic Learning in the era of Large Language Models
[NAACL 2025] KnowAgent: Knowledge-Augmented Planning for LLM-Based Agents
Official Implementation of ICML 2025 Paper: "Graph-constrained Reasoning: Faithful Reasoning on Knowledge Graphs with Large Language Models".
A mini-framework for evaluating LLM performance on the Bulls and Cows number guessing game, supporting multiple LLM providers.
A comprehensive code domain benchmark review of LLM researches.
Awesome LLM Papers and repos on very comprehensive topics.
Unofficial implementation of Tiny Recursive Model (TRM), improvement to HRM from Sapient AI, by Alexia Jolicoeur-Martineau
Implementation of π₯₯ Coconut, Chain of Continuous Thought, in Pytorch
Explore concepts like Self-Correct, Self-Refine, Self-Improve, Self-Contradict, Self-Play, and Self-Knowledge, alongside o1-like reasoning elevationπ and hallucination alleviationπ.
[EMNLP 2025] LightThinker: Thinking Step-by-Step Compression
Agentic AI research papers, benchmarks, frameworks, and tools curated across 24 domains.
Code for the paper: GAMA: A Large Audio-Language Model with Advanced Audio Understanding and Complex Reasoning Abilities
Browser-based RDF/ontology knowledge graph editor β load RDF from files, URLs or SPARQL endpoints; author nodes and edges on the canvas; run OWL-RL reasoning; apply multi-algorithm layout and clustering. AI-native via MCP tool surface and relay bridge. Fully client-side, no backend required.
Awesome deliberative prompting: How to ask LLMs to produce reliable reasoning and make reason-responsive decisions.
Official repository for "CODI: Compressing Chain-of-Thought into Continuous Space via Self-Distillation"
[ICLR 2026] This is an early exploration to introduce Interleaving Reasoning to Text-to-image Generation field and achieve the SoTA benchmark performance. It also significantly improves the quality, fine-grained details and aesthetic aspects of generated images.
Prototype advanced LLM algorithms for reasoning and planning.