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Add semantic search to your applications by integrating Meilisearch as a LangChain vector store

Vector search for LangChain

Find and suggest similar items to help connect a buyer with a product.

Product recommendations

Plow through documentation and Q&A articles to find answers based on true intent.

Intuitive Q&A bots

Improve relevancy and accuracy through deep understanding of query's meaning

Contextual search

Enhance your user's search experience with custom filters and build a faceted search interface in a few lines of code.

Filters

Sealed, signed, delivered. API keys and tenant tokens help you specify who can search what.

Ironclad security

Benefit from all the community learning materials, resources, and support.

Open-source

All you need to power a variety of search experiences

Integrated search solution

Check out our resources to help you integrate search into your LangChain applications.

Get started with LangChain

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Master semantic search with this step-by-step guide to integrating Meilisearch and LangChain. 

Learn how to use OpenAI's text embeddings to build an application to perform similarity searches across a movie dataset.

LangChain guide

Join more than 20k developers who choose Meilisearch to build world-class search experiences.

Ready to try Meilisearch?

Try Meilisearch Cloud for free for 14 days.

Build semantic search with LangChain and Meilisearch

LangChain 的向量搜索

集成搜索解决方案

产品推荐

直观的问答机器人

上下文搜索

筛选器

坚不可摧的安全性

开源

开始使用 LangChain

准备好试用 Meilisearch 了吗？