📚 Tutorials

Welcome to the CellMage tutorials section! This collection of hands-on guides will help you master the magical capabilities of CellMage in your data science workflows.

Getting Started Tutorials

• 🚀 Your First Magical Interaction: A Guided Tour
• 💬 Basic Chat: Mastering Simple LLM Conversations
• 🎭 Crafting Your Own Spells: Creating Custom Personas
• 📋 Using Snippets: Reusable Context Blocks

Advanced Techniques

• 💾 Managing Conversations: Saving, Loading, and Searching Your LLM Chats
• 🧠 Advanced Prompting: Mastering the Art of LLM Instructions
• 🔄 Chain of Thought: Guiding LLMs through Complex Reasoning
• ⚡ Streaming Responses: Real-Time LLM Interactions
• 🪙 Understanding Token Usage and Costs

Integration Tutorials

• 📋 Automating Project Updates: Using Jira Integration with LLMs
• 🧪 Code Review with CellMage: Integrating with GitHub/GitLab
• 📚 Confluence Knowledge Base: Integrating Wiki Content with LLMs

Real-World Examples

• 📊 Data Analysis Assistant: LLM-Powered Data Exploration
• 💻 Code Generation Workflow: Building Software with LLM Assistance
• 📑 Document Summarization: Extracting Insights from Text

Each tutorial includes:

• ✅ Step-by-step instructions

• 💻 Complete code examples

• 💡 Tips and best practices

• 🔄 Expected outputs

The tutorial notebooks are available in the examples directory of the CellMage repository.

Creating Your First Tutorial

To get started with CellMage, we recommend following the Quickstart tutorial, which will walk you through the basic setup and your first interactions with an LLM through CellMage magic commands.