AI Agents
Slack RAG Knowledge Bot.
Qdrant vector store ingests company docs. Instant AI answers in Slack with citations.
The result
Answers in seconds, not Slack threads
Instant access to company knowledge

How it works.
- 01
Company documents are ingested into a Qdrant vector store.
- 02
Someone asks a question in Slack.
- 03
The bot retrieves the passages that answer it.
- 04
It replies in the thread, with citations to the source documents.
