Guides
Deep dives into LangChain concepts, comparisons, and practical how-tos.
What
What is LangChain? A Complete Overview
Understand what LangChain is, why it was built, and how it helps developers build AI-powered applications faster.
HowHow to Build a RAG App with LangChain
Step-by-step guide to building a Retrieval-Augmented Generation application using LangChain and vector databases.
VSLangChain vs LlamaIndex: Which Should You Use?
A detailed comparison of LangChain and LlamaIndex for building AI applications, with recommendations for different use cases.
BestBest Vector Databases to Use with LangChain
Compare the top vector databases for LangChain projects: Pinecone, Chroma, Weaviate, Qdrant, and more.
HowHow to Use Agents in LangChain
Learn how to build autonomous AI agents that can reason, plan, and use tools to accomplish complex tasks.
WhatWhat is RAG? Retrieval-Augmented Generation Explained
Understand Retrieval-Augmented Generation, the most important pattern for building AI apps with your own data.