Agent skill

rag-system-builder-architecture

Sub-skill of rag-system-builder: Architecture.

Stars 4
Forks 4

Install this agent skill to your Project

npx add-skill https://github.com/vamseeachanta/workspace-hub/tree/main/.claude/skills/_archive/data/documents/rag-system-builder/architecture

SKILL.md

Architecture

Architecture

User Question
      |
      v
+------------------+
| 1. Embed Query   |  sentence-transformers
+--------+---------+
         v
+------------------+
| 2. Vector Search |  Cosine similarity
+--------+---------+
         v
+------------------+
| 3. Retrieve Top  |  Top-K relevant chunks
+--------+---------+
         v
+------------------+
| 4. Build Prompt  |  Context + Question
+--------+---------+
         v
+------------------+
| 5. LLM Answer    |  Claude/OpenAI
+------------------+

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