RAG Systems

Build production-grade Retrieval Augmented Generation pipelines.

Quick Start

Simple RAG with LangChain

from langchain.document_loaders import PyPDFLoader
from langchain.text_splitter import RecursiveCharacterTextSplitter
from langchain.embeddings import OpenAIEmbeddings
from langchain.vectorstores import Chroma
from langchain.chains import RetrievalQA
from langchain.llms import OpenAI

# 1. Load documents
loader = PyPDFLoader("document.pdf")
documents = loader.load()