> For the complete documentation index, see [llms.txt](https://docs.neuron-ai.dev/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.neuron-ai.dev/v2/rag.md).

# RAG

- [Getting Started](https://docs.neuron-ai.dev/v2/rag/rag.md): Step by Step guide on how to implement Retrieval-Augmented Generation with Neuron framework.
- [Data loader](https://docs.neuron-ai.dev/v2/rag/data-loader.md): Learn how to create data loader pipelines to feed your RAG applications.
- [Embeddings Provider](https://docs.neuron-ai.dev/v2/rag/embeddings-provider.md): Integrate services to transform text into vectors for semantic search.
- [Vector Store](https://docs.neuron-ai.dev/v2/rag/vector-store.md): Neuron provides you with ready to use components to connect your agent to vector databases.
- [Pre/Post Processor](https://docs.neuron-ai.dev/v2/rag/pre-post-processor.md): Improve the RAG output by pre/post processing prompts and retrieval results.
- [Retrieval](https://docs.neuron-ai.dev/v2/rag/retrieval.md): Implement custom retrieval strategies


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