I've been utilizing ChromaDB for managing my data, employing the source type to insert records into ChromaDB collections. However, I need to perform embedding search specifically for documents rather than metadata. Here's the code snippet I've been working with:
collection.add( documents=["This is document1", "This is document2"], metadatas=[{"source": "notion", "metadata": "a long metadata......"}, {"source": "google-docs"}], ids=["doc1", "doc2"] )
While this setup handles tokenization, embedding, and indexing automatically. I needed to do search for the documents only and not on the metadata.
how to do it?