> ## Documentation Index
> Fetch the complete documentation index at: https://docs.agno.com/llms.txt
> Use this file to discover all available pages before exploring further.

# Rag

> Examples for third-party RAG and retrieval-stack integrations.

| Example                                                                                   | Description                                                                                 |
| ----------------------------------------------------------------------------------------- | ------------------------------------------------------------------------------------------- |
| [Agentic Rag Infinity Reranker](/examples/integrations/rag/agentic-rag-infinity-reranker) | Demonstrates agentic RAG with an Infinity reranker backend (relocated integration example). |
| [Agentic Rag With Lightrag](/examples/integrations/rag/agentic-rag-with-lightrag)         | Demonstrates an agentic RAG flow backed by LightRAG (relocated integration example).        |
| [Local Rag Langchain Qdrant](/examples/integrations/rag/local-rag-langchain-qdrant)       | Local RAG pipeline using LangChain and Qdrant.                                              |