Analyze PDFs and images directly in DSPy using Attachments

Document Analysis Query (Simple RAG)

Analyzing PDFs and Images Using the Attachments Library in DSPy

1. Download or prepare your target document (e.g., a financial Form 4) in PDF or image format.
2. Import the 'Attachments' module into your DSPy environment.
3. Create a document object using the 'Attachments' function by providing the file path of the PDF.
4. Wait for the library to process the document 'under the hood' (this includes using PDF Plumber, converting it to Markdown, and automatically extracting images).
5. Verify the processed document output to ensure the text and data structures were correctly detected.
6. Implement a 'Poor Man's RAG' technique by feeding queries about the document content directly into the AI model.
7. Review the AI-generated answers based on the facts found within the attached file.