PoC Overview
Concept Search
All descriptions, titles and other meta data are converted to vectors using an LLM to support concept based, Natural Language Processing Search. Ask a question in up to 50 languages thanks to the sentence transformer that is used.
Visual Search
Take a picture or upload a picture to find the best match. The Visual Search works similarly to Concept Search – vectors are created for each image.
Image Search
Describe the image you need and Smart Search will find it for you. same as keyword search.
Smart Response
When the appropriate content is returned, it is then run through a prompt that explains to only answer the question with the content in the index that was returned and then provide the appropriate response to the question. If the question can not be handled by the Smart Response process with a high enough level of confidence, then no response is provided. The additional info and links would only point to information in the index.