Behind the Scenes: Mattermost OpenOps AI Mindmeld | August 29, 2023

Behind the Scenes: Mattermost OpenOps AI Mindmeld | August 29, 2023

Tune in for a behind-the-scenes discussion on the advancement of Mattermost's AI tools and how they're being integrated into the team's current projects.

To learn more about how to get involved with the Mattermost OpenOps AI community, check this out: https://forum.mattermost.com/t/welcome-to-the-mattermost-openops-ai-community/16144/2

Summary:

The team discussed several updates during their latest meeting which revolved around AI enhancements and future plans for their projects. Improvements in the timestamp feature for meeting notes were mentioned, with the feature now consistently accurate. A new developer engagement experience was announced, where an AI-powered matter most choose your own adventure game will be created in collaboration with GitLab. There were also discussions around the addition of prompts to assist in the execution of a playbook. A potential plan of having the AI understand the contents of uploaded files was pitched, though the current version does not support this yet. The topic of generating enormous amounts of data for OpenOps was discussed, this could potentially be done by creating AI-generated chat logs. The team also mentioned the associated issues with MySQL, revealing plans of migrating users to Postgres. The conversation concluded with plans of an upcoming release and a potential discussion around public sector AI during the World Economic Forum.

Key Discussion Points

Meeting Introductions

  • The meeting commenced with general introductions and highlights of updates and advancements in AI.

Timestamps Update

  • The AI is improving in creating timestamps for meeting notes. Its accuracy now is more considerable and consistent.
  • A release is expected to be worked on to allow others to try the new feature.

GitLab Mattermost Bot

  • There are plans to collaborate with GitLab to create an AI-powered Mattermost "choose your own adventure" game for developer engagement and tutorial purposes.
  • The bot might include a prompts library based on the discussions from the team-up brainstorming session.

Playbook Prompts Enhancement

  • The team discussed enhancing prompts usage in playbooks to improve access or push information.
  • The prompts would serve as AI suggestions on actions to be taken at different stages of playbook execution.

AI Plugin Content Understanding

  • The AI plugin is currently being developed to understand and extract content from both chat and file conversations.
  • There are thoughts on synthesizing data for conversation from chat logs for improved AI analysis and interaction.

MySQL Support

  • As MySQL presents quite a challenge in scaling and requires constant checks on both platforms, the default database is soon to be Postgres for all applications.
  • For OpenOps, usage of MySQL is temporarily discontinued until migration to Postgres is finalized.

OpenOps Update

  • OpenOps usage seems to be growing, despite it still being a sandbox.
  • There are plans to move OpenOps into production, hence the need to migrate MySQL to Postgres effectively.

Upcoming Meetings and Events

  • A GovTech summit by the World Economic Forum is anticipated, with a focus on public sector AI discussion.

Action Items

  • Work on the release of the updated AI timestamp feature.
  • Collaborate with GitLab on the Mattermost bot project.
  • Enhance playbook prompts to better assist the execution process.
  • Improve AI plugin to understand and extract content from both chat and file conversations.
  • Plan the migration from MySQL to Postgres to allow OpenOps usage.
  • Prepare for the upcoming World Economic Forum's GovTech summit.

Summary generated using AI, and may contain inaccuracies. Do not take this summary as absolute truth.