How It Works
Your content is split into chunks, converted into embeddings, stored for search and retrieved when a user asks a question.
Guide
What Is a RAG Chatbot?
A RAG chatbot answers questions by first searching your documents or knowledge base, then using AI to generate a response from the relevant information.
Why It Helps
It gives answers based on your own content instead of relying only on general AI knowledge.
Good Use Cases
FAQs, policy search, product manuals, support documents, internal knowledge bases, service pages and reports.
Important Limit
RAG still needs good source documents, clear data preparation and proper testing before business use.