> ## Documentation Index
> Fetch the complete documentation index at: https://togetherai-migration.mintlify.site/llms.txt
> Use this file to discover all available pages before exploring further.

# RAG Integrations

## Using MongoDB

See [this tutorial blog](https://www.together.ai/blog/rag-tutorial-mongodb) for the RAG implementation details using Together and MongoDB.

## Using LangChain

See [this tutorial blog](https://www.together.ai/blog/rag-tutorial-langchain) for the RAG implementation details using Together and LangChain.

* [LangChain TogetherEmbeddings](https://python.langchain.com/docs/integrations/text_embedding/together)
* [LangChain Together](https://python.langchain.com/docs/integrations/llms/together)

## Using LlamaIndex

See [this tutorial blog](https://www.together.ai/blog/rag-tutorial-llamaindex) for the RAG implementation details using Together and LlamaIndex.

* [LlamaIndex TogetherEmbeddings](https://docs.llamaindex.ai/en/stable/examples/embeddings/together.html)
* [LlamaIndex TogetherLLM](https://docs.llamaindex.ai/en/stable/examples/llm/together.html)

## Using Pixeltable

See [this tutorial blog](https://pixeltable.readme.io/docs/together-ai) for the RAG implementation details using Together and Pixeltable.