{"repo":"slimeslab/ComProScanner","free":true,"listed":false,"github":"https://github.com/slimeslab/ComProScanner","clone":"git clone https://github.com/slimeslab/ComProScanner.git","description":"A python package for extracting composition-property data from scientific articles for building databases","language":"Python","stars":16,"topics":["automation","crewai","crewai-agents","data-cleaning","evaluation","information-retrieval","llm","llm-agents","materials-informatics","materials-science"],"license":"MIT","category":"ai-agents","readme_excerpt":"ComProScanner A comprehensive Python package for extracting composition-property data from scientific articles for building databases Overview ComProScanner is a multi-agent framework designed to extract composition-property relationships from scientific articles in materials science. It automates the entire workflow from metadata collection to data extraction, evaluation, and visualization. Key Features: - 🏗️ Data extraction from texts, tables and figures. - 📚 Multi-publisher support (Elsevier, Springer, Wiley, IOP, local PDFs) - 🤖 Agentic extraction using CrewAI framework - 🔍 RAG-powered context retrieval for cost-effective automation with accuracy - 📊 Comprehensive evaluation and visualization tools - 🎯 Customizable extraction workflows - 🌐 Knowledge graph generation Installation Install from PyPI: Or install from source: Quick Start Here's a complete example extracting piezoelectric coefficient (d 33 ) data: Workflow The ComProScanner workflow consists of four main stages: 1. Metadata Retrieval - Find relevant scientific articles 2. Article Collection - Extract full-text from various publishers 3. Information Extraction - Use LLM agents to extract structured data 4. Post Processing & Dataset Creation - Evaluate, clean, and visualize results Documentation 📖 Full documentation is available at slimeslab.github.io/ComProScanner - Installation Guide - Quick Start Tutorial - User Guide - RAG Configuration Core Capabilities Supported Publishers - Elsevier (via TDM API) -","default_branch":null,"files":null,"tree":[],"storefront":"/r/slimeslab","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/slimeslab/ComProScanner/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."}