{"repo":"neuml/paperai","free":true,"listed":false,"github":"https://github.com/neuml/paperai","clone":"git clone https://github.com/neuml/paperai.git","description":"📄 🤖 AI for medical and scientific papers","language":"Python","stars":1778,"topics":["python","machine-learning","nlp","medical","search","scientific-papers","document-search","txtai","ai","artificial-intelligence"],"license":"Apache-2.0","category":"machine-learning","readme_excerpt":"AI for medical and scientific papers ------------------------------------------------------------------------------------------------------------------------------------------------------- paperai is an AI application for medical and scientific papers. ⚡ Supercharge research tasks with AI-driven report generation. A paperai application goes through repositories of articles and generates bulk answers to questions backed by Large Language Model (LLM) prompts and Retrieval Augmented Generation (RAG) pipelines. A paperai configuration file enables bulk LLM inference operations in a performant manner. Think of it like kicking off hundreds of ChatGPT prompts over your data. paperai can generate reports in Markdown, CSV and annotate answers directly on PDFs (when available). Installation The easiest way to install is via pip and PyPI Python 3.10+ is supported. Using a Python virtual environment is recommended. paperai can also be installed directly from GitHub to access the latest, unreleased features. See this link to help resolve environment-specific install issues. Docker Run the steps below to build a docker image with paperai and all dependencies. paperetl can be added in to have a single image to index and query content. Follow the instructions to build a paperetl docker image and then run the following. Examples The following notebooks and applications demonstrate the capabilities provided by paperai . Notebooks Notebook Description :---------- :------------- ------: Introduc","default_branch":null,"files":null,"tree":[],"storefront":"/r/neuml","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/neuml/paperai/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}