
Connect your stack
27 native integrations. 3,200+ tools via managed connectors. Most are one-click OAuth, some use API keys - Viktor handles auth and starts working. No webhooks, no Zapier zaps.
Viktor is an AI employee that connects to Qdrant with a scoped API key and helps you run and evaluate LLM and AI infrastructure workloads, running 5 Qdrant actions for you like Get Points, Upsert Point, and Search Points. Ask in plain English in Slack or Microsoft Teams; Viktor does the work in Qdrant and reports back. Setup takes about two minutes.
Free to start · No credit card · SOC 2 Type 1 · Works in Slack & Microsoft Teams
Messages you'd actually send. Paste one into Slack or Microsoft Teams, swap in your specifics, and Viktor takes it from there.
“Run this batch of documents through Qdrant and summarize the results.”
— you, in Slack or Teams
“Compare Qdrant's output on this prompt with what we use today.”
— you, in Slack or Teams
“Set up a daily job that queries Qdrant on new entries and reports back.”
— you, in Slack or Teams
“Watch Qdrant for a cost or latency spike and alert me with the likely cause.”
— you, in Slack or Teams
Ask in plain English in Slack or Microsoft Teams. Viktor picks the right Qdrant actions, runs the work, and reports back. No workflows to build.
Retrieves available options for the Collection Name field.
Adds a point to the Qdrant collection.
Performs a semantic search on the Qdrant collection.
Get points by IDs from a collection.
Deletes one or more points by ID/filter in a Qdrant collection.

27 native integrations. 3,200+ tools via managed connectors. Most are one-click OAuth, some use API keys - Viktor handles auth and starts working. No webhooks, no Zapier zaps.
Message Viktor in Slack like you'd message a teammate. "Run this batch of documents through Qdrant and summarize the results." "Compare Qdrant's output on this prompt with what we use today." Plain English, any tool.
Viktor opens Qdrant, runs the work, and posts back what changed. Sensitive actions wait for your approval. Everything is logged. You stop doing the work and start reviewing it.
A Qdrant AI agent is an AI that connects to your Qdrant account and completes work in it - it doesn't just answer questions about Qdrant, it takes the actions. Viktor is that agent: an AI employee that works in Qdrant on your behalf and delivers the finished result in Slack or Microsoft Teams.
Unlike workflow builders such as Zapier or Make, there is nothing to configure - no triggers to map, no workflows to maintain. You describe the outcome in plain English, and Viktor picks the right Qdrant actions, chains them with the other 3,200+ tools it connects to, and asks for approval before anything sensitive runs.
Powering the next generation of AI applications with advanced, open-source vector similarity search technology.
Scoped API keys - Viktor stores your key securely, uses only the scopes you grant, and you can revoke it at any time.
Review-first approvals: sensitive Qdrant actions wait for your sign-off before they run.
Isolated compute per team, encrypted in transit and at rest - and your data is never used to train models.
SOC 2 Type 1 compliant, with Type 2 and ISO 27001 in progress.
Yes. Qdrant is one of the 3,200+ tools Viktor connects to, via a managed connector. Once connected, anyone on your team can put Viktor to work in Qdrant from Slack or Microsoft Teams - no workflow builder, no code.