WeKnora (Vinara) is an open source by Tencent focused on processing complex structure of the document enterprise-class framework. It is based on retrieval-enhanced generation (RAG) technology , by combining document context and large language model to generate accurate answers. The framework adopts a modular design , covering the whole process of document parsing , content recall and model inference , and supports management through the Web interface or API. Its core advantage is that it supports private deployment to ensure enterprise data security and control, while providing an out-of-the-box deployment experience.
This answer comes from the articleWeKnora: Tencent's out-of-the-box enterprise-level Q&A knowledge baseThe
May not be reproduced without permission:AI productivity tools " WeKnora is Tencent's open source enterprise-class document understanding and retrieval Q&A framework
