A practical guide to function calling vs. tool use in LLMs: architectures, trade-offs, design patterns, reliability, security, and evaluation.
Design a reliable AI summarization API for news: architecture, schema, grounding, evaluation, safety, compliance, and cost strategies.
Build a practical multi‑modal RAG system that retrieves from images and text using OCR, captions, CLIP embeddings, and vector search.
Build a production-ready multi-agent system with CrewAI: agents, tasks, tools, orchestration, validation, and deployment in under an hour.
A practical guide to advanced chunking in RAG: semantic and structure-aware methods, parent–child indexing, query-driven expansion, and evaluation tips.
Design and implement a reliable AI content moderation API: taxonomy, architecture, code, policy config, thresholds, privacy, and evaluation best practices.
