langchain-rag

par langchain-ai

We need to translate the given English text into French. The text describes a RAG pipeline. We must preserve the name "langchain-rag" but it's not in the text, so we ignore. No extra commentary, no labels. Just translate the text inside <text>. Ensure technical terms like RAG, PDF, Chroma, FAISS, Pinecone, MMR, OpenAI embeddings are preserved as proper nouns or technical terms. Translate the rest naturally. The text: "Complete RAG pipeline for document ingestion, embedding, retrieval, and LLM-powered response generation. Supports multiple document loaders (PDF, web pages, directories) and persistent vector stores (Chroma, FAISS, Pinecone) with configurable chunk size and overlap for optimal context preservation Includes similarity search, MMR (Maximal Marginal Relevance) retrieval, and metadata filtering to balance relevance and diversity in results Works with OpenAI embeddings and integrates seamlessly..." Translation: "Pipeline RAG complet pour l'ingestion de documents, l'embedding, la récupération et la génération de réponses basée