RAG Pipeline Builder

Design end-to-end RAG pipelines for accurate document retrieval and generation.

Pipeline Architecture

Documents → Chunking → Embedding → Vector Store → Retrieval → Reranking → Generation

Chunking Strategy

# Semantic chunking (recommended)
from langchain.text_splitter import RecursiveCharacterTextSplitter