Concept Demo: Cited Internal Knowledge Assistant with Slack Review

Concept Demo: Cited Internal Knowledge Assistant with Slack ReviewConcept Demo: Cited Internal Knowledge Assistant with Slack Review

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Sergey Payazat

• Sep 29

Concept demo: a reliable internal knowledge assistant for company PDFs and guides. Every answer includes a filename and page citation. When the approved documents do not contain an answer, the assistant refuses to guess and sends the question with the chat context to Slack for human review. Designed for implementation with n8n or FastAPI, environment-based credentials, simple document updates, acceptance tests, and clear handoff documentation.

Korsa Agency

pro

• Sep 29

Our goal was to make pricing, inventory and ordering data feel simple and human for an AI-powered B2B commerce platform. We'd love to hear your thoughts!

Check it out

Product Design UI Design

Shani Tiwari

• Sep 30

Engaging background and nice gradient to not make the section look seprate 🔥

Hazem Al Khodary

• Sep 29

When people try a demo of your product, they should be able to tell right away what belongs to the service and what is only there to help them demo it.

In my booking chat for a driving school, I noticed the tester links were a little confusing: VIEW AS EMIL sat in the chat header and START OVER next to the learner's answers, as if they were part of the service.

A is how it looked before. B is the change I made: I moved the demo controls into a DEMO bar on top, in their own dashed style.

Which screen is clearer?

UX Design UI Design

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5 votes

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DESH Group

• Sep 30

Demo bar for sure.

Yurii Lysyshak

pro

• Sep 28

I've built a new mobile AI assistant that brings chat, text and image generation, voice input and document analysis into one app.

It have Smart Chat, Text Creator, Image Create, Voice Input, plus PDF Scanner, Photo Analyze, Social Content and Prompt Ideas, filtered by category. Almost everything AI can do, just in one place.

Check it out