Alpaca - Implementation of "Tree of Thoughts Reasoning" for LLM's

Alpaca is a implementation of "Tree of Thoughts Reasoning" algorithm. It provides a framework for problem-solving tasks by leveraging large language models (LLMs) in a structured, tree-based search approach.

Features

• 🌳 Tree of Thoughts (ToT) algorithm
• 🚀 RESTful API
• 🔍 Supports both Breadth-First Search (BFS) and Depth-First Search (DFS)
• 🛠 Modular architecture for easy customization and extension
• 📊 Built-in state evaluation and thought generation
• 🔗 Built-in Retrieval-Augmented Generation (RAG)

Key Components

• Thought Decomposition
• Prompt Service
• Thought Generator
• State Evaluator
• Search
• Tree of Thoughts Facade

License

This project is licensed under the MIT License - see the LICENSE file for details.

Acknowledgments

• The Tree of Thoughts paper by Yao et al.

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