{"repo":"onyx-dot-app/EnterpriseRAG-Bench","free":true,"listed":false,"github":"https://github.com/onyx-dot-app/EnterpriseRAG-Bench","clone":"git clone https://github.com/onyx-dot-app/EnterpriseRAG-Bench.git","description":"Dataset and benchmark for RAG on company internal documents.","language":null,"stars":517,"topics":["dataset","llm","rag","benchmark","enterprise","enterprise-search","evaluation","generative-ai","information-retrieval","knowledge-base"],"license":"MIT","category":"ai-agents","readme_excerpt":"EnterpriseRAG-Bench 📖 Overview EnterpriseRAG Bench provides a dataset for company internal documents consisting of slightly over 500,000 documents and 500 questions . We release this dataset to help teams benchmark their RAG systems and fine-tune agents on realistic enterprise data. The code additionally provides a way of generating similar datasets for different industries, scales of companies, etc. [!NOTE] See here for the latest leaderboard rankings. The dataset simulates a company called \"Redwood Inference\" that provides AI model inference as a service. The data sources and approximate volumes are as follows: # Source Type Approximate Volume Source Description --- ------------- ------------------- ---------------------- 1 Slack 275,000 Internal channels and team discussions. 2 Gmail 120,000 Email threads from management, sales, leadership, and ICs. 3 Linear 35,000 Project management tickets for eng, product, and design. 4 Google Drive 25,000 Shared files and collaborative documents. 5 Hubspot 15,000 CRM records for sales. 6 Fireflies 10,000 Meeting transcripts for both internal and external facing meetings. 7 GitHub 8,000 Pull requests and comments across different code repositories. 8 Jira 6,000 Support tickets, both internal and customer facing. 9 Confluence 5,000 Wikis, runbooks, and structured/polished documentation. The corpus provides broad coverage across key areas of business activity including (but not limited to) planning, engineering, documentation, sales, cus","default_branch":null,"files":null,"tree":[],"storefront":"/r/onyx-dot-app","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/onyx-dot-app/EnterpriseRAG-Bench/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."}