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By Sangam Pandey

Pattern Taxonomy

All patterns at a glance. Click any pattern to read the full card.

RAG

7

Agentic RAGadvanced Basic RAGbeginner Deep Searchadvanced Grounded Generationadvanced Hybrid Retrievalintermediate Retrieval Refinementintermediate Semantic Indexingintermediate

Agents

5

Code Executionintermediate Multi-Agent Collaborationadvanced Plan and Executeadvanced ReAct Loopintermediate Tool Callingintermediate

Prompting

5

Chain-of-Thoughtbeginner Few-Shot Promptingbeginner Prompt Chainingintermediate Prompt Optimizationadvanced Self-Consistencyintermediate

Routing & Orchestration

3

Cascadingintermediate Model Routerintermediate Semantic Routerintermediate

Safety & Guardrails

2

Guardrailsintermediate Self-Checkadvanced

Evaluation

2

LLM-as-Judgeintermediate Reflectionintermediate

Cost & Performance

3

Inference Optimizationadvanced Prompt Cachingintermediate Small Language Modelsadvanced

Memory & State

2

Conversation Memorybeginner Long-Term Memoryintermediate