Cleaning data format for RAG embedding and retrieval

I found the answer here : How to add metadata to all chunks when embedding in Pinecone Vector Database - #2 by jennapederson

Metedata fields need to be specified in the in the “Default Document Loader”, you can add options : Metadata fields. This way everything works fine now.

Thanks for your suggestions.