LangChain
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Get started

  • Installation
  • Quickstart

Core concepts

  • Core concepts

Build

  • Retrieval augmented generation
  • Agents and tools
  • Streaming

Operate

  • Testing and evaluation
  • Deployment

Documentation

Everything you need to build

Work through the pages in order for a full tour, or jump straight to the topic you are stuck on.

Get started

Installation

3 min

Install LangChain and wire up your first model provider.

Quickstart

5 min

Build a prompt, model and parser pipeline in under ten lines.

Core concepts

Core concepts

7 min

Runnables, messages, prompts and the composition model.

Build

Retrieval augmented generation

9 min

Ground model answers in your own documents with a vector store.

Agents and tools

8 min

Let the model choose which function to call, and when.

Streaming

6 min

Stream tokens, intermediate steps and tool events to the client.

Operate

Testing and evaluation

7 min

Measure quality with datasets and graded runs before you ship.

Deployment

6 min

Run LangChain applications in production with observability.

LangChain

A framework for building applications on top of language models.

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