Why does Enterprise Information LLM Assistant matter to SMEs?
Enterprise information LLM is the powerful solution for the organization to enhance customer experiences and provides valuable insights from custom's unstructured data.
Microsoft Enterprise ChatGPT
Microsoft Azure has integrated ChatGPT into its Azure OpenAI Service, offering an enterprise-focused solution that enables businesses to apply advanced AI models to their operations.
Microsoft Azure has integrated ChatGPT into its Azure OpenAI Service, offering an enterprise solution that enables businesses to apply advanced AI models to their operations. This integration allows customers to innovate by leveraging AI technologies like DALL-E 2, GPT-4, and Codex, supported by Azure's computing capabilities and security infrastructure.
Disadvantage: Too expensive for SMEs. Due to the cost of Microsoft Enterprise ChatGPT, small and medium size organization can not afford to use this solution.
Enterprise LLM solution for SMEs organization
SMEs (small and medium size organization) needs an affordable Enterprise AI solution which can meet the following requirements.
Technology
The following technologies are used to build the Enterprise AI Solution
Solution Capabilities
The prompt flow implements the RAG pattern Retrieval Augmented Generation to extract the appropriate query from the prompt, query AI Search, and use the results as grounding data for the foundation model
Summary
The integration of LLaMa 2, RAG and LangChain enhances its capabilities by allowing it to reference a broader set of information when generating responses. This means that a LLaMa 2-powered application can provide more accurate and contextually relevant information by retrieving data from an external knowledge base before generating a response. This is particularly useful for enterprise solutions where the AI needs to provide information that is not only correct but also specific to the context of the organization and the query at hand.