AI Tutorials

Step-by-step AI tutorials with code examples for building with large language models, agents and AI tools.

Building Production RAG: Combining BM25, Dense Embeddings & Cross-Encoder Rerankers
Advanced System Prompt Design: XML Tagging, Delimiters & Reasoning Scaffolds
Multi-Agent Workflows: State Machines and Circular Loops with LangGraph
Zero-Code B2B Lead Enrichment: Building an Automated Waterfall with Clay
Cost-Effective LoRA Fine-Tuning on a Single GPU with Unsloth
Mastering Cinematic Prompts: Optical Parameters & Lighting Schemes in Midjourney
Automated Topical Authority Clustering Using Embeddings & Python
Automated Faceless Video Generation: From Script to Short-Form Video
Zero-Cloud Private AI: Setting Up Ollama and Open WebUI in Docker
Defensive AI Architecture: Mitigating Direct and Indirect Prompt Injections
High-Volume Web Extraction with Crawl4AI & Async LLMs
Creating Synthetic Evaluation Benchmarks with LLM-as-a-Judge
Sub-500ms Voice Agents: WebRTC Streaming with LiveKit and VAD
Prototyping Interactive React Dashboards Directly in Claude Artifacts
Building a Custom Figma AI Plugin to Auto-Populate Realistic Copy
Measuring RAG Faithfulness and Answer Relevance with Ragas
Connecting Custom GPTs to Internal APIs Using OpenAPI 3.1 Specs
Stem Extraction & Neural Audio Inpainting for Sound Designers
Accelerating LLM Inference 3x with Speculative Decoding and vLLM
Cursor Composer Mastery: Coordinating Multi-File Feature Refactoring
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