Fractal Analytics

Which items are LLM application frameworks (not vector DBs, observability tools, or providers)?

Turn a convincing demo into numbers: evaluate multimodal RAG over figure heavy PDFs

Spot the errors in this capacity plan for a 200M-vector deployment.

Identify two attack vectors specific to multimodal models

Why is a 4,000-token system prompt usually a code smell?

What is an embedding in a RAG pipeline, and what role does it play?

What does 'cost per task budget' mean for an agent, and why is it critical?

What is a vector database, and why does RAG need one?

When a sectioned single agent prompt beats splitting into two agents

Distinguish training time alignment from runtime guardrails