porlangchain-ai·langchain-ai· v1.0.0 · atualizado em 2026-04-10
80
Score
INVOKE THIS SKILL when building ANY retrieval-augmented generation (RAG) system. Covers document loaders, RecursiveCharacterTextSplitter, embeddings (OpenAI), and vector stores (Chroma, FAISS, Pinecone).
build a RAG systemimplement retrieval augmented generationuse a vector database for RAGload documents for RAGsplit text for RAGcreate embeddings for RAGsearch documents using RAGenhance LLM responses with external data