kyegomez/tree-of-thoughts

Health v2 · maintenance only

Adoption not part of the score

4591 stars · 376 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

A Python library implementing the Tree of Thoughts algorithm for deliberate, multi-step problem solving with large language models. It provides plug-and-play agents (e.g., DFS-based ToT agents) that wrap your own LLM calls to improve model reasoning.

Use cases

• improve llm reasoning on complex problems
• run tree of thoughts prompting with gpt-4
• solve math and planning tasks with deliberate search
• plug my own model into a tree of thoughts agent
• compare chain of thought vs tree of thoughts reasoning

When to choose

• you want a ready-made Tree of Thoughts implementation to boost LLM reasoning
• you need a plug-and-play agent that works with your own model or OpenAI API
• you are experimenting with search-based prompting strategies like DFS

When to avoid

• you need a production-grade, well-maintained reasoning framework with broad support
• you want simple single-shot prompting without extra token cost
• you need non-Python environments

Facets

library · maturity active

prompt-engineering llm-inference agent-framework machine-learning artificial-intelligence large-language-models python tree-of-thoughts reasoning llm dfs-search plug-and-play natural-language-processing

Member repositories

For agents

markdown · JSON · MCP: product_card(name="kyegomez/tree-of-thoughts")