tree-of-thoughts and the-compiler
Tree of Thoughts is a reasoning framework implementation that the-compiler builds upon as a higher-level abstraction for automated code generation and app development.
About tree-of-thoughts
kyegomez/tree-of-thoughts
Plug in and Play Implementation of Tree of Thoughts: Deliberate Problem Solving with Large Language Models that Elevates Model Reasoning by atleast 70%
Implements depth-first search (DFS) tree exploration with configurable pruning thresholds and multi-agent parallel evaluation to systematically explore reasoning branches. Supports pluggable LLM backends via OpenAI API integration, with built-in prompt engineering templates that simulate expert consensus to guide thought trajectory evaluation and selection.
About the-compiler
kyegomez/the-compiler
Seed, Code, Harvest: Grow Your Own App with Tree of Thoughts!
Implements a Tree of Thoughts search architecture with five core components—Specification Parser, Thought Decomposer, Thought Generator, State Evaluator, and Search Algorithm (BFS/DFS)—to decompose programming tasks into manageable steps and iteratively refine solutions. Accepts high-level software specifications via LLM-driven agents (Architect, Developer, UnitTester) that collaboratively generate unit tests first, then synthesize code validated against those tests. Targets Python development workflows and integrates with OpenAI's API for LLM inference.
Related comparisons
Scores updated daily from GitHub, PyPI, and npm data. How scores work