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Category: Tool Usage Guides
Prompt Engineering in 2025: Patterns That Actually Work
Learn the most effective prompt engineering patterns for 2025 LLMs. Discover structured templates, reasoning techniques, and pract...
Vector Databases Explained: From Embeddings to Search
Learn what vector databases are, how they work with embeddings, and practical applications for AI search. Beginner-friendly guide ...
Retrieval-Augmented Generation (RAG) — Advanced Practic...
Advanced practical guide to Retrieval-Augmented Generation (RAG) covering production deployment, cost optimization, hybrid search,...
How to Build a Simple Voice Assistant Using Public APIs
Learn to build your own voice assistant step-by-step using free public APIs. No coding experience needed - perfect for beginners w...
AI-Powered UX: Designing with Intelligent Features
Learn how to design user experiences with AI features. Beginner-friendly guide to intelligent UX design, practical implementation ...
Edge Cases & Failure Modes: Testing AI Robustness
Learn how to test AI systems for edge cases and failure modes. Beginner-friendly guide to AI robustness testing with practical met...
Building an AI-Powered Content Workflow for Bloggers
Learn how to build an efficient AI-powered content workflow for blogging. Step-by-step guide combining AI tools for research, writ...
Data Labeling Best Practices for High-Quality Training ...
A beginner's guide to data labeling best practices. Learn how to create accurate training data for AI with clear guidelines, quali...
Using LangChain and Tooling for Real Apps (Beginner)
A beginner-friendly guide to using LangChain to build AI-powered apps. Learn step-by-step how to connect language models, tools, a...
Vector Search vs. Keyword Search: When to Use Each
Learn the key differences between vector and keyword search, when to use each approach, and how to choose the right search technol...
Prompt Engineering Best Practices for Better Outputs
Learn prompt engineering best practices to get better results from AI tools. Beginner-friendly guide with templates, examples, and...
Fine-Tuning vs. Prompting: Practical Pros and Cons
Learn when to use fine-tuning vs prompting for AI models. Clear comparison of costs, implementation difficulty, and real-world use...