Welcome to the ACME Corp Knowledge Search. I can answer questions about our WFH policies, expenses, security, and more.
RAG Logic Pipeline
Vector Search Simulation
Instead of checking the entire knowledge base, we extract keywords from the query and retrieve relevant document chunks from the backend DATA store.
Contextual Prompting
The retrieved text is injected into a "Safe Assistant" system prompt. This ensures the AI doesn't hallucinate info outside the company's official stance.
Source Attribution
Each answer is returned with metadata tracking the sources used, allowing for transparency and "Human in the Loop" verification.
Typical Notion/n8n Flow
This demo uses a local Python simulation of the above flow to provide instantaneous feedback while demonstrating the logical sequence.