How to use openrouter llama embeddings for RAG?

Hi - how do i link the embeddings generated by openrouter llama models for Retrieval Augmented Generation (RAG) agents.   I was able to generate the embeddings with llama based models into my pinecone database. Now i want ot set up the RAG chat completion with context from PDF. Pease help how.