RAG Implementation with Markdown & Local LLM

Hello,

I used LlamaParser to convert all my PDFs to Markdown. Do you have a GitHub repository or code example for implementing RAG using Markdown with a local LLM (including embeddings), FAISS (or ChromaDB), and best practices such as re-ranking, hybrid search (BM25, etc.)?

Thanks,
Oussama