Conversation topic and summary extraction for real-time messaging platforms

A system comprising:

• a processor;
• and
• a memory storing instructions that, when executed by the processor, configure the system to:
• receive a new message inputted in an interface of a messaging channel associated with a server that supports near real-time communications;
• bundle a latest dataset of chat log data including chat log data associated with the new message;
• input the bundled dataset of chat log data into a language model that outputs one or more topics associated with the inputted dataset of chat log data;
• and
• store the one or more topics in association with the messaging channel;
• and
• add the one or more topics to a topic panel that is presented with the messaging channel interface.

A non-transitory computer-readable storage medium, the computer-readable storage medium including instructions that when executed by a computer, cause the computer to:

• receive a new message inputted in an interface of a messaging channel associated with a server that supports near real-time communications;
• bundle a latest dataset of chat log data including chat log data associated with the new message;
• input the bundled dataset of chat log data into a language model that outputs one or more topics associated with the inputted dataset of chat log data;
• and
• store the one or more topics in association with the messaging channel;
• and
• add the one or more topics to a topic panel that is presented with the messaging channel interface.