DS DevShelfHub Projects · AI tools

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Tutorials

Step-by-step guides for building real things with AI tools, frameworks, and modern dev stacks.

Claude Code Tutorial

Master Anthropic's agentic coding tool end to end — from your first install and commit to sub-agents, MCP, CI/CD automation, the Agent SDK, and AI-native development.

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AI Agents Tutorial

Learn what AI agents are, how they plan and act, and build your first agent from scratch.

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LangChain Tutorial

Build LLM-powered apps with chains, agents, and RAG pipelines using LangChain.

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RAG Tutorial

Complete guide to building production RAG systems: from fundamentals to advanced patterns.

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Prompt Engineering

Master the techniques that get better, more reliable outputs from any LLM.

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Run LLMs Locally

Use Ollama to run Llama, Mistral, and other models on your own machine for free.

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Build with CrewAI

Create multi-agent crews where AI roles collaborate to complete complex tasks.

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MCP Tutorial

Learn how Model Context Protocol works, build your own MCP server, and connect AI models to any tool or data source.

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System Prompts Tutorial

Master the art of writing system prompts that shape AI behavior. Learn anatomy, strategies, production techniques, and real-world applications.

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Firecrawl Tutorial

Master web scraping and content extraction with Firecrawl. Build RAG pipelines, data collectors, and AI-powered crawlers.

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Fine-tuning LLMs

Learn to fine-tune large language models with LoRA and PEFT. Build domain-specific models, prepare training data, and deploy custom LLMs.

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