Integrating Retrieval-Augmented Generation (RAG) into your business can significantly enhance how you interact with data and respond to queries. Here’s a guide to help effectively integrate this technology into your business:

• Identify Assets: Start by identifying all your data sources, including databases, internal documents, and web content. Knowing the breadth of your data is crucial for a targeted RAG deployment.

• Identify Questions: Clearly define the types of queries your RAG system will address. Distinct categorization helps customize your RAG application for various needs, from customer inquiries to complex analytical tasks.

• When Not to Use RAG: It’s important to recognize scenarios where simpler solutions like semantic search might be more appropriate, particularly for direct answers or handling sensitive data.