Apr 14, 2025 · GPT-4.1 is trained to respond very closely to both user instructions and system prompts in the agentic setting. The model adhered closely to these three simple instructions and increased our internal SWE-bench Verified score by close to 20% - so we highly encourage starting any agent prompt with clear reminders covering the three categories listed above.

Jan 21, 2025 · Sometimes, a simple prompt or workflow delivers value without the complexity. This post will help you figure out what makes sense for your AI journey, whether that’s sticking to prompts,...

Feb 27, 2025 · What Is a System Prompt? A system prompt is a hidden instruction given to an AI model before any user input. It defines the AI’s role, behavior and response style, shaping how it interacts...

The System Prompt appears in the Prompt Tab of a workflow file. It serves as the AI Agent's core instructions, defining its role, capabilities, and constraints and acts as the foundation, guiding how the AI behaves throughout the workflow.

Apr 8, 2025 · Explanation. System & User Prompts: The model is guided with both a system-level instruction to behave like a JSON generator, and a user prompt that includes both instructions and an example.; Example Format: Including a sample JSON block in the user prompt helps the model replicate the correct structure.; Message Format: This example uses SystemMessage and HumanMessage from LangChain to ...

In particular we will see how it leverages the “system” prompt features provided by Anthropic Claude models (available on Amazon Bedrock) to separate effective user prompt from RAG data and very detailed guidance on response structure.

Nov 5, 2024 · However, behind each interaction lies an essential but invisible instruction called a system prompt. This prompt acts as a starting guide, setting the tone, style, and boundaries for how the AI should respond. It might instruct the AI to maintain a polite tone, avoid certain topics, or prioritize user safety.

Jan 15, 2025 · Allows you to programmatically retrieve prompt templates, streamlining your workflow and enabling efficient prompt reuse. Evaluate prompts against usage history, compare different models, and identify the best-performing prompts for your specific needs.

System prompts define the AI's overall behavior and role, while user prompts provide specific instructions or questions for a particular task or interaction. This article explores the intricacies of these prompt types further, providing definitions, examples, best practices, and more. What is a System Prompt?

System Prompt Generation Utility Optimized for Workflow Agents Instructed to refine user prompts delivered in loosely formatted text, such as captured via voice-to-text dictation. Your task is to generate system prompts for AI assistants by converting loosely formatted text provided by the user into performant and well-structured system prompts.