Morphik: Open-source RAG for PDFs with Images
Published:Apr 22, 2025 16:18
•1 min read
•Hacker News
Analysis
The article introduces Morphik, an open-source RAG (Retrieval-Augmented Generation) system designed to handle PDFs with images and diagrams, a task where existing LLMs like GPT-4o struggle. The authors highlight their frustration with LLMs failing to answer questions based on visual information within PDFs, using a specific example of an IRR graph. Morphik aims to address this limitation by incorporating multimodal retrieval capabilities. The article emphasizes the practical problem and the authors' solution.
Key Takeaways
Reference
“The authors' frustration with LLMs failing to answer questions based on visual information within PDFs.”