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RAG Blueprint
RAG Blueprint is a Python CLI tool that scaffolds production-ready RAG (Retrieval-Augmented Generation) applications. It uses LangChain and uv to get you started quickly with best practices.
Installation
You can install rag-blueprint via pip (once published) or uv:
# From PyPI (Coming soon)
pip install rag-blueprint
# From Source
git clone ...
cd rag-blueprint
py -m uv sync
Quick Start
Generate a new RAG project:
# Create a simple project (interactive)
rag-blueprint create my-rag-app
# Create specific template
rag-blueprint create pro-rag-app --template advanced
# Create an agentic project
rag-blueprint create agent-rag-app --template agentic
Templates
| Template | Description | Stack |
|---|---|---|
simple |
Basic RAG pipeline. Good for getting started. | LangChain, Chroma/FAISS, OpenAI |
advanced |
Production-ready pipeline with Hybrid Search & Reranking. | BM25, Chroma, FlashRank, GPT-4 |
agentic |
Agent-based RAG with tool use (Web Search + Vector Store). | LangGraph, Tavily, Tools |
Development
# Windows
py -m uv run rag-blueprint --help
# Mac/Linux (if uv is in PATH)
uv run rag-blueprint --help
Project details
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