rag-pipeline-architect
CommunityDesign production-grade RAG pipelines.
Authorviliawang-pm
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Design production-grade RAG pipelines from document ingestion to retrieval-augmented response generation, with systematic evaluation and optimization at every stage.
Core Features & Use Cases
- Tiered RAG architectures (Naive, Advanced, Modular) to cover end-to-end deployment
- Guided workflow from ingestion, chunking, embedding, indexing, retrieval, and generation
- Evaluation harness design and deployment strategies for robust QA and performance
Quick Start
Design and implement a modular RAG pipeline using your documents, embeddings, and a vector store.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: rag-pipeline-architect Download link: https://github.com/viliawang-pm/ai-engineering-toolkit/archive/main.zip#rag-pipeline-architect Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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