Freaks City

Core Concept The traditional ReAct pattern follows a straightforward loop: Define available tools Execute a cycle of Question → Thought → Action → Action Input → Observation Repeat untill a final answer is reached The Code-Prompt approach simplifies this by expressing the entire reasoning loop as executable Python code. This method supports b ...

Technical Overview This implementation explores how code-prompt structures can replicate certain aspects of OpenAI's o1 model behavior through single-request processing. The approach utilizes output-learning methodology, where the language model generates internal reasoning structures during output generation to enhance problem-solving capabili ...