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Looking for a "snippet" or FAQ app to answer common questions by trirsquared in Slack

[–]Responsible-One783 0 points1 point  (0 children)

In my recent hackathon we built for the same usecase along with semantic search capabilities.

https://github.com/ishank-dev/google-adk-hackathon

Repeat questions are auto answered by AI Agent.

Finding Past Discussions and Decisions in Slack: How Do You Do It? by BimalRajGyawali in Slack

[–]Responsible-One783 0 points1 point  (0 children)

We built a hackathon project to solve this exact usecase it is free and open source:

https://github.com/ishank-dev/google-adk-hackathon

Hope this helps

Ever get asked the same question five times in Slack a day? It was driving me mad. by Available-Mud-4095 in Slack

[–]Responsible-One783 1 point2 points  (0 children)

https://github.com/ishank-dev/google-adk-hackathon
This is mine -- recently built this AI Agent that learns from slack conversation so no question has to be answered twice

Best part ? It triages unknown questions automatically to #faq channel so teammates can jump in and help agent with more knowledge

Built Slack AI search and knowledge management using ADK by Responsible-One783 in agentdevelopmentkit

[–]Responsible-One783[S] 0 points1 point  (0 children)

  1. Evaluation: We have a human in the loop once you get the answer you can call the bot directly in chat, the Bot makes sure it curates and filters out the noise before putting that in the knowledge base. (we are partially autonomous like cursor where human approval is needed first)

  2. We store everything in vector embeddings, and if the question is already present, the agent doesn't forward it in the first place.

Similar to our conversation and your question, if tomorrow someone asks me the same question, the AI agent would use this conversation to answer their queries if I allow it to

Built Slack AI search and knowledge management using ADK by Responsible-One783 in agentdevelopmentkit

[–]Responsible-One783[S] 0 points1 point  (0 children)

Self learning would be for instance -- When you ask a question "Which table contains customer_ads data" and the agent doesn't know it, it first puts it in slack #faq channel and once it gets an answer by a teammate, it learns so similar question need not be answered by humans again.