tree-of-thoughts

The Enterprise-Grade Multi-Agent Orchestration Framework. Website: https://swarms.ai

[NeurIPS 2023] Tree of Thoughts: Deliberate Problem Solving with Large Language Models

Fractal Graph-of-Thought. Rhizomatic Mind-Mapping for Ai-Agents, Web-Links, Notes, and Code.

[ECCV 2024 Oral] DriveLM: Driving with Graph Visual Question Answering

The Tree of Thoughts (ToT) framework for solving complex reasoning tasks using LLMs

Seed, Code, Harvest: Grow Your Own App with Tree of Thoughts!

Claude Code plugin: universal radial-tree exploration engine. One tree skill + swappable presets (brainstorm / attack / design / code-audit) for divergent ideation, adversarial critique, and design-space exploration. 12 framings × hard-ban-on-incomplete-leaves × stable convergence.

TinyToT — Tree of Thoughts inference server

ToK aka Tree of Knowledge for Large Language Models LLM. It's a novel dataset that inspires knowledge symbolic correlation in simple input and output prompts

Framework for building continuous-loop autonomous AI agents.

Reproducible Language Agent Research

Implementation of an LLM prompting pipeline combined with wrappers for auto-decomposing reasoning steps and for search through the reasoning-step-space (eg. by beam search, MCTS etc.) guided by self-evaluation.

SynthToT: Generate synthetic dataset for your training dataset through deliberate problem-solving et al S Yao, 2023.

KG-RAG + ToT + multi-agent LLMs for evidence-grounded QA with Neo4j and fine-tuning; reproducible medical case study & evaluation.

The Reasoning Engine — Auditable Reasoning for Production AI | Rust-Native | Turn Prompts into Protocols

MCTS and Tree of Thoughts backtracking controller scoring intermediate reasoning states and pruning low-value branches

Tree of Thoughts (ToT) reasoning engine exploring multi-branch decision states via breadth-first beam search

Tree of Thoughts (ToT) Monte Carlo Tree Search (MCTS) reasoning engine with UCB1 exploration-exploitation balance and state backpropagation.

Tree of Thoughts (ToT) Monte Carlo Tree Search (MCTS) reasoning engine with UCB1 exploration-exploitation balance and state backpropagation.

An adversarial reasoning engine — a pluggable tree-search workflow where thoughts are generated, adversarially evaluated (GAN-style), and synthesized. Thesis → antithesis → synthesis.