LlamaIndex

2023年6月28日,

LlamaIndex——數據框架對於大型語言模型(llm)宣布,籌集了8.5美元的種子資金由給予。天使投資人全麵包括傑克奧特曼,Lenny Rachitsky,馬蒂爾德科林(前)的首席執行官拉奎爾Urtasun Waabi (CEO),喬伊岡薩雷斯(伯克利)等等。該公司將使用基金構建一個企業提供的流行的開源項目名稱相同的。llm產生重大的潛在的用例,然而他們有限的數據訓練。雖然探索的可能性GPT-3今年秋天,毫升劉研究員和工程師傑瑞發現局限性專門在模型的處理數據的能力個人或私有企業,從文件(pdf, ppt), workplace應用程序(概念,鬆弛,Salesforce),數據庫(Postgres, MongoDB)。開源項目與人工智能社區迅速引起了共鳴。僅僅6個月之後,該項目有15 k Github恒星,19 k Twitter追隨者,200 k每月下載和6 k不和用戶。Instabase觀察團隊像超級公司,前麵用LlamaIndex原型LLM-powered特性數據,LlamaIndex首席執行官和共同創始人傑裏劉認識到項目可能非常有助於企業經常要攝取和他們的私人數據結構,可以用於LLM,和執行各種LLM任務在數據與可驗證來源和獲得高質量的響應。三月份,劉與西蒙鎖(聯合創始人兼首席技術官)工作時他遇到了超級毫升研究部,LlamaIndex開始。現在LlamaIndex開源工具包可用於任何LLM和提供了一個易於使用和優化經驗。 And the toolkit can handle a diverse range of data sources, from structured to semi-structured to unstructured text or even image data, and includes data ingestion, data indexing, and a query engine layer on top. Plus the company’s enterprise solution – which will be available later this year – will be built on top of the popular open-source project. This solution will help enterprises eliminate the technical and security barriers to data usage, and provide a range of services, from scalable/reliable data source connectors to security features such as access control and user management. KEY QUOTES: “Many users building applications on top of LLMs want to unlock new use cases with their own private data. To solve for this, I created an open-source project called LlamaIndex to help unlock the full capabilities and use cases of any LLM for both myself and other developers.” — Jerry Liu, CEO & Co-founder of LlamaIndex “LlamaIndex’s early traction within the open source community is a reflection of the project’s simplicity and short time-to-value. Jerry and Simon are strong AI technologists who have worked across both research and engineering at companies like Uber, Robust Intelligence, and Quora, and are exactly the type of founders we love to back.” — Jerry Chen, Partner at Greylock Trending on Pulse 2.0