Systems and methods described herein are directed to implementations that facilitate individuals to collect, store, and automatically extract procedural knowledge from their messaging interactions with collaborative groups. Example implementations involve chat interfaces to communicate and add the capability to tag text and media to organize content. Example implementations also add a new thread-like structure to the previously only linear time-line of a chat. Knowledge from the chat can then be extracted automatically into a high-quality multimedia document.