rag_system_architecture

Retrieval-Augmented Generation patterns for production applications.

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# RAG System Architecture

Retrieval-Augmented Generation patterns for production applications.

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## Table of Contents

- [RAG Pipeline Architecture](#rag-pipeline-architecture)
- [Vector Database Selection](#vector-database-selection)
- [Chunking Strategies](#chunking-strategies)
- [Embedding Models](#embedding-models)
- [Retrieval Optimization](#retrieval-optimization)

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## RAG Pipeline Architecture

### Basic RAG Flow

1. Receive user query
2. Generate query embedding
3. Search vector
How to Use

Recommended: Install to project (local)

mkdir -p .claude/skills
curl -o .claude/skills/rag_system_architecture.md \
  https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering-team/senior-ml-engineer/references/rag_system_architecture.md

Skill is scoped to this project only. Add .claude/skills/ to your .gitignoreif you don't want to commit it.

Alternative: Clone full repo

git clone https://github.com/alirezarezvani/claude-skills

Then reference at engineering-team/senior-ml-engineer/references/rag_system_architecture.md

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