Agent skill
ai-prompting-rag-architecture
Sub-skill of ai-prompting: RAG Architecture (+2).
Install this agent skill to your Project
npx add-skill https://github.com/vamseeachanta/workspace-hub/tree/main/.claude/skills/_archive/ai/prompting/ai-prompting/rag-architecture
SKILL.md
RAG Architecture (+2)
RAG Architecture
User Query --> Embedding --> Vector Search --> Context Assembly --> LLM --> Response
| | | |
+-- Query expansion +-- Reranking +-- Chunking +-- Citations
+-- Intent detection +-- Filtering +-- Templates +-- Validation
Prompt Optimization Pipeline
Initial Prompt --> Generate Outputs --> Evaluate --> Optimize --> Deploy
| | | | |
+-- Template +-- Test cases +-- Metrics +-- Search +-- Monitor
+-- Variables +-- Edge cases +-- Human +-- Iterate +-- A/B test
Agent Architecture
User Request --> Plan --> Tool Selection --> Execution --> Reflection --> Response
| | | | | |
+-- Parse +-- Decompose +-- Available +-- Retry +-- Verify +-- Format
+-- Intent +-- Prioritize+-- Constraints +-- Timeout +-- Correct +-- Cite
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