Ask Jamie AI Chatbot

A simple AI chat bot that can answer questions about Cisco products and services.

How it works

1. Various public Cisco documentation sites are scraped, vectorized using the OpenAI embedding API, and saved as training data in a vector database (Qdrant)
2. The user asks a question about Cisco products and services.
3. The question is sent to OpenAI's embedding API to get a vector representation of the question.
4. Vector similarity is used to find the most similar data/documents in the training data.
5. Those are then used as context (system knowledge) to generate an answer using the same OpenAI model that ChatGPT uses.