The scenario reads PDFs from Google Drive, rates each paper against your criteria, sorts the fits by theme into Pinecone Vector Store and Microsoft SQL, and sets the rejects aside.
Screening papers by strict criteria
Rated without reading each in full
Sorted into sub-themes
Search by meaning in Pinecone Vector Store
Google DriveMicrosoft SQLPinecone Vector StoreDefault Data LoaderEmbeddings Google GeminiQdrant Vector Store