Implementing Tool-Based Reasoning with Code-Prompt Pattern

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 ...

Posted on Fri, 14 Aug 2026 16:26:49 +0000 by ForumSecure

Crafting Effective Prompts and Leveraging Function Calling in GPT Models

Core Prompt Design Principles Assigning a Persona Use the system message to define a distinct identity for the model. This sets the tone and perspective for all subsequent responses. import openai openai.api_key = "your-api-key" response = openai.ChatCompletion.create( model="gpt-3.5-turbo", messages=[ {&qu ...

Posted on Fri, 08 May 2026 13:50:09 +0000 by sahammondsr