Document management
The next section we will discuss is "Document management". In the admin panel, click on the navigation on the left side and select "Document sets".
What exactly are document sets?
Document Sets allow you to logically group related documents into a single package. They can then be used as filters when using the ChatBot or attached to Slack bots to limit the amount of information searched by the bot when responding on a specific channel or using a specific command.
In other words - document sets allow us greater control over our data and make it easier for artificial intelligence to use our sources.
Click the "New document set" button. A pop-up window will appear where you can select exactly what should belong to a given document set.
You must fill in the name and description of the set. Then you have to choose the data sources (connectors).
You can choose any number of them and combine them as you wish.
However, if you choose your CogniVis Docs knowledge base as the source, you can further narrow it down to specific shelves, books, chapters, or pages.
After selecting the sources, click "Create". Synchronization will begin and after a while, your document set will be ready.
You can now, for example, select it from the filters during a chat conversation or using the search engine.
Document sets will also be necessary when creating personas/assistants, but we will get to that in future lessons.
Document explorer
If you have doubts whether a document has been indexed correctly, you can examine it in the "Document explorer".
From the navigation on the left side, select "Explorer", and then type the name of the document you are looking for in the search bar. The system will suggest whether it has been indexed correctly.
Here you can also hide documents that you do not want artificial intelligence to take into account. To do this, click the "Visible" button next to the document and it will be marked as "Hidden".
You can also give selected documents greater weight. By clicking on "Boost" and adding weight points to it (e.g., if you add 10 points), you will make artificial intelligence pay more attention to this document than to documents with a lower score.
Document Feedback
In the document feedback section, you can check the document ranking. The ranking is based both on the scores you assign to certain documents (as described in the section above) and on the feedback you can give during conversations with the chat. Every thumbs up or down given to a specific chat response and the document provided by it in that response will affect this ranking.
Thanks to this, the system can learn and become better and better.
Michal Szymanski
Co Founder at MDBootstrap , CogniVis AI and AIFor.Biz / Listed in Forbes „30 under 30" / EOer / Open-source and AI enthusiast / Dancer, nerd & bookworm.
Author of hundreds of articles on AI, programming, UI/UX design, business, marketing and productivity. In the past, an educator working with troubled youth in orphanages and correctional facilities.