Explore what you can build on Cohere's generative AI platform. These ready-made guides will get you started with best-practices that get the most out of Cohere's models. Everything is set up and ready for you to start testing!

Use Cases

Click on one of the section headers below to jump to guides for that use case category.


Learn how to build powerful agents that use tools to connect to external services, like search engines, APIs, and databases. Agents can be used to automate tasks, answer questions, and more.

Open Source Software Integrations

Cohere integrates natively with a variety of popular Open Source Software tools like LangChain and LlamaIndex. These guides will help you get started with these integrations.

Learn how to embed and search text with Cohere. These guides will help you build semantic search engines, search Wikipedia, and more.


Learn how to use Cohere's foundation model for Retrieval-Augmented Generation (RAG). RAG can be used to improve the accuracy of language models by combining them with a retrieval system. This allows the model to generate completions that are grounded in provided sources of truth.


Learn how to summarize long documents, meeting summaries, and technical reports. Summarization is a key feature of Cohere's Command model, which can be used to generate summaries of long documents with citations.


Here are a variety of other fun and useful guides to help you get started with Cohere. From text classification to document parsing, there's something for everyone!