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Retrieval augmented generation (RAG) is a type of generative artificial intelligence that has information retrieval capabilities. It modifies interactions with a large language model (LLM) so that the model responds to user queries with reference to a specified set of documents, using this information in preference to information drawn from its ...
Fine-tuning an AI model with new data is time consuming, costly, and creates an entirely new, derivative model. So a lot businesses have discovered the joys of RAG, or retrieval-augmented generation.
File:12th Street Rag.pdf. Size of this JPG preview of this PDF file: 453 × 599 pixels. Other resolutions: 181 × 240 pixels | 363 × 480 pixels | 580 × 768 pixels | 774 × 1,024 pixels | 2,268 × 3,000 pixels. This is a file from the Wikimedia Commons. Information from its description page there is shown below.
Poppler. Poppler is a free and open-source software library for rendering Portable Document Format (PDF) documents. Its development is supported by freedesktop.org. Commonly used on Linux systems, [4] it powers the PDF viewers of the GNOME and KDE desktop environments.
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LibreOffice. Free (Mozilla Public License) an Office suite; allows to export (and import, with accuracy limitations) PDF files. Microsoft Word 2013. Proprietary. Desktop software. The 2013 edition of Office allows PDF files to be converted into a format that can be edited. Nitro PDF Reader.
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