LLM and Enterprise Search United
The combination of LLM (Large Language Model) technology and enterprise search makes it possible to answer employee inquiries more effectively and to transport relevant information from internal sources into meaningful answers. In addition, LLM technology can provide accurate and contextual answers by understanding search engine content and leveraging the company’s expertise. This speeds up information retrieval since GPT can efficiently summarize documents. Raytion supports companies in integrating a secure search in order to be able to use the technical progress of a generative AI and a chatbot in everyday work. A Raytion Enterprise Search Connector allows information to be securely organized for the search engine and then extracted. This enables access to hidden content without violating permissions. The Raytion Enterprise Search Connector synchronizes the saved content in Microsoft Search, Google Cloud Search, Amazon Kendra, Apache Solr or Azure Cognitive Search and many more. The LLM understands, processes and generates responses based on the user’s previous search query. Thus, security trimming, taking into account a user’s request, ensures that the search results correspond to the user’s permissions and only relevant content is displayed.
Transforming Search: The Fusion of LLM Technology and Secure Integration
By using modern language models, the search experience is significantly improved. These powerful models enable queries to be answered more effectively and create meaningful answers from relevant information. The search is optimized through the reliable use of the Raytion Enterprise Search Connector in order to use internal data sources and thus counteract the loss of knowledge. In practice, the method shows extremely helpful results, for example when answering IT or HR questions based on your internal knowledge. The combination of LLM technology and enterprise search presents exciting possibilities for intelligent text-based communication. Raytion offers secure search integration to leverage internal data sources without compromising data security. The Raytion Enterprise Search Connector, aligned to the security protocol, enables the output of precise and relevant answers to the user based on the security concept. The LLM and the security restriction play a crucial role in this. By ensuring security, search results match user permissions and only show relevant and accessible content. Organizations are empowered to provide their employees with accurate and relevant answers from internal sources, reflecting responsible AI practices and paving the way for ethical and responsible AI technology.