Knowledge operations
Prototype demonstrationDocument Q&A agent
Make a document collection searchable through a question-and-answer workflow.
2 workflowsdocument indexing and question answering. This describes the prototype structure, not client performance.
System path
- 01Watch folder
- 02Index passages
- 03Ask question
- 04Retrieve context
Documents
OpenAI
Pinecone
Documents indexed for retrieval
The working problem
Finding a specific answer in a shared folder means opening files and searching for the right passage by hand.
The build approach
One workflow watches a Google Drive folder, splits new PDFs, creates embeddings, and stores them in Pinecone. A second workflow retrieves relevant passages when a user asks a question.
What the build doesThe demo uses iOS 26 documentation as its source collection. The answer path is grounded in retrieved material; responses still need checking when accuracy matters.