tutorials.json

{
  "category": "tutorials",
  "description": "Step-by-step guides for AI development",
  "last_updated": "2026-08-16",
  "entries": [
    {
      "title": "LangChain Quickstart",
      "description": "Getting started with LangChain for building LLM applications",
      "url": "https://python.langchain.com/docs/get_started/quickstart",
      "level": "beginner",
      "topic": "langchain",
      "prerequisites": ["python", "api-key"],
      "verified": true,
      "last_updated": "2026-08-12"
    },
    {
      "title": "RAG with LlamaIndex",
      "description": "Building a RAG application from scratch with LlamaIndex",
      "url": "https://docs.llamaindex.ai/en/stable/getting_started/starter_example/",
      "level": "beginner",
      "topic": "rag",
      "prerequisites": ["python", "llm-api-key"],
      "verified": true,
      "last_updated": "2026-08-10"
    },
    {
      "title": "Fine-tuning LLMs",
      "description": "Guide to fine-tuning open-source LLMs with LoRA",
      "url": "https://huggingface.co/docs/transformers/training",
      "level": "intermediate",
      "topic": "fine-tuning",
      "prerequisites": ["python", "pytorch", "transformers"],
      "verified": true,
      "last_updated": "2026-08-05"
    },
    {
      "title": "Building Agents with CrewAI",
      "description": "Tutorial for creating multi-agent systems with CrewAI",
      "url": "https://docs.crewai.com/getting-started/quickstart",
      "level": "intermediate",
      "topic": "agents",
      "prerequisites": ["python", "llm-api-key"],
      "verified": true,
      "last_updated": "2026-08-08"
    },
    {
      "title": "Deploying LLMs with vLLM",
      "description": "Production deployment guide for LLMs using vLLM",
      "url": "https://docs.vllm.ai/en/latest/getting_started/quickstart.html",
      "level": "advanced",
      "topic": "deployment",
      "prerequisites": ["python", "gpu", "linux"],
      "verified": true,
      "last_updated": "2026-08-01"
    }
  ]
}