RAG Pipeline Explorer
Retrieval-Augmented Generation (RAG) is how we give AI "access" to private data. It finds relevant documents and pastes them into the prompt before answering.
Try asking:
Searching Knowledge Base...
Finding most relevant "chunk" using vector similarity.
Retrieving Context
Injecting: "..."
Generating Answer
LLM answers using the retrieved facts.
Company Knowledge Base
Remote Work Policy
Employees may work remotely up to 3 days per week with manager approval.
Pet Policy
Dogs are allowed in the office on Fridays only. They must be leashed.
Holiday Schedule
The office is closed on all federal holidays. Floating holidays are available.
Expense Reporting
All expenses over $50 require a receipt and must be submitted within 30 days.
*In a real app, this database would contain millions of vectors. The "Retrieval" step happens in milliseconds.