Compare Architectures

Side-by-side: use case, requirements, latency, cost, strengths, weaknesses, failure modes, example — and when to choose each.

Workflow vs Agent Single agent vs Multi-agent RAG vs Fine-tuning Vector search vs BM25 Function calling vs MCP Direct API integration vs MCP Plan-then-execute vs ReAct Short-term memory vs Long-term memory LLM-as-judge vs Deterministic evaluators Human-in-the-loop vs Human-on-the-loop Supervisor vs Pipeline Prompt caching vs Semantic caching Router vs Supervisor Framework vs No framework

Pick a curated comparison above, or compare any two lessons

vs