There are 9 repositories under tree-of-thoughts topic.
[NeurIPS 2023] Tree of Thoughts: Deliberate Problem Solving with Large Language Models
The Enterprise-Grade Production-Ready Multi-Agent Orchestration Framework. Website: https://swarms.ai
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!
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
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.
Implementation of "Tree of Thoughts Reasoning"
Advanced AI-powered research tool with human-like reasoning capabilities. Implements Tree of Thoughts and ReAct methodologies for deep, multi-step research.
A modular AI reasoning library for creating intelligent agents with advanced reasoning pipelines, memory management, and seamless LLM integration.
A conceptual exploration of multi-agent decision-making through the Tree of Thought framework."
KG-RAG + ToT + multi-agent LLMs for evidence-grounded QA with Neo4j and fine-tuning; reproducible medical case study & evaluation.
Ollama structured output for visual zeroshot reasoning
Tree of Thought Prompt Engineering for Rap Lyrics - OutsideLLMs hackathon
Script for chatgpt chain-prompting + tree of thoughts method
This repository helps visualise the complete process flow of an Advanced Warehouse Management System (AWMS) using prompt engineering visualisations
ragTAG is a conversational AI script that creates a roundtable dialogue between user assigned characters with their own different objectives and perspectives.
Explore zero-shot reasoning strategies with Ollama in this interactive FastAPI project. Visualize AI thought processes using Chain, Tree, and Graph-of-Thought. 🌟💻
This repository contains results from my MSc. thesis on "Test Case Generation from User Stories using Generative AI Techniques with LLM Models." Each folder includes generated test cases in PDF, detailed metrics scores of data in Excel sheets, and visual graphs, offering a comprehensive view of the experiments in images folder and their outcomes.
LLMScript is an AI Workflow engine driven by a Scripting Language based on JavaScript. It provides a specialized environment for executing structured commands with AI capabilities, supporting loops, conditional statements, functions, custom queries, recursion, and nested calls.
Experiments comparing Chain-of-Thought, Self-Consistency, Tree-of-Thoughts, and Graph-of-Thoughts reasoning strategies on LLMs.
SmolLM-360M distilled with Tree-of-Thoughts reasoning from GPT-4o, achieving competitive arithmetic reasoning with minimal compute
Interactive Streamlit application that benchmarks direct prompting, chain-of-thought, self-consistency, tree-of-thought and reflexion techniques across OpenAI GPT-3.5 and Groq Gemma-9B-IT.
[NeurIPS 2023] Tree of Thoughts: Deliberate Problem Solving with Large Language Models