RAG
Examples for third-party RAG and retrieval-stack integrations.
| Example | Description |
|---|---|
| Agentic RAG Infinity Reranker | Run hybrid LanceDB search with Cohere embeddings and a local Infinity reranker (BAAI/bge-reranker-base on localhost:7997) behind a Claude agent. |
| Agentic RAG With Lightrag | Ingest a PDF, a Wikipedia topic, and a URL into a LightRag-backed knowledge base and query it with an async agent. |
| Local RAG Langchain Qdrant | Local RAG with Ollama answering from a LangChain retriever backed by Qdrant and FastEmbed embeddings. |