Designing Persona & Core Skills, Socratic

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prerequisites
Basic Python • basic understanding of AI/LLM concepts
skills learned
System prompt design • persona crafting • OpenAI API integration • basic conversational AI
Jeremie Charlet
1 week · 2-4 hours per week · INTERMEDIATE
Included with a Manning Online subscription
catalog / Data Science / Data Analysis

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Look inside

Socratic liveProjects pair you with an AI tutor to help you learn by doing, in real time.

In the first liveProject, you’ll create a basic chatbot that can reliably field questions in a way that’s consistent with the mission of the pet refuge. You’ll craft structured, effective prompts and design a persona for your chatbot, implement the basic functionality, and then test, refine, and improve your chatbot with iterative evaluation.

This project is a part of the series From Prompts to an Agentic System.
This project is designed for learning purposes and is not a complete, production-ready application or solution.

prerequisites

This liveProject is for intermediate Python programmers interested in building practical AI assistants. You should be comfortable with basic Python scripting and eager to learn about prompt engineering and LLM integration..


TOOLS
  • Intermediate Python
  • Basics of Jupyter Notebook
  • Basics of the OpenAI API
TECHNIQUES
  • Basics of text processing
  • Basics of file management
  • Basics of data structures

features

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books included as resources
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  • five seats for your team
  • access to all Manning books, MEAPs, liveVideos, liveProjects, and audiobooks!
  • choose another free product every time you renew
  • choose twelve free products per year
  • exclusive 50% discount on all purchases
  • renews monthly, pause or cancel renewal anytime
  • renews annually, pause or cancel renewal anytime
  • Designing Persona & Core Skills, Socratic project for free