Tree of Thoughts. Deliberate Problem Solving with LLMs [Paper Review]

Paper Review: Tree of Thoughts 🌲💭

Our latest paper review delves into a approach titled "Tree of Thoughts" (ToT), which stands out among various strategies like IO-prompting, CoT-prompting, and more. This method presents a unique framework for leveraging LLMs in diverse problem-solving scenarios 🧠

Key concepts 💡

Thought Decomposition: Breaking down complex problems into manageable steps.
Thought Generation: Creating potential solutions using diverse strategies.
State Evaluation: Assessing each solution's viability through independent or comparative methods.
Search Algorithms: Navigating solutions using proven strategies like Breadth-first and Depth-first search.

ToT stands out for its:

Generality and Modularity: Integrating basic strategies in a customizable framework 🔧
Adaptability: Suitable for various problem types 🌟
Convenience : No extra training needed, making it user-friendly 👍

Our engineer Oleksandr Rechynskyi will show how ToT solves complex problems in a simple way and we will show ToT in real-world examples 📺