Retrieval-Augmented Generation (RAG) — Enterprise

Production-grade RAG systems combining semantic search, vector databases, and LLM generation.

Quick Start

5-Minute RAG with LangChain:

from langchain.vectorstores import Pinecone
from langchain.embeddings import OpenAIEmbeddings
from langchain.llms import OpenAI
from langchain.chains import RetrievalQA

# 1. Create embeddings
embeddings = OpenAIEmbeddings()