# Qdrant AI agent for Slack & Microsoft Teams 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. - Tool: Qdrant - Category: AI & Machine Learning - Connection: API key - Actions available: 5 - Works from: Slack and Microsoft Teams - Page: https://viktor.com/integrations/qdrant ## What can you ask Viktor to do in Qdrant? - "Run this batch of documents through Qdrant and summarize the results." - "Compare Qdrant's output on this prompt with what we use today." - "Set up a daily job that queries Qdrant on new entries and reports back." - "Watch Qdrant for a cost or latency spike and alert me with the likely cause." ## What can Viktor do in Qdrant? (5 actions) - **List Collection Name Options** - Retrieves available options for the Collection Name field. - **Upsert Point** - Adds a point to the Qdrant collection. - **Search Points** - Performs a semantic search on the Qdrant collection. - **Get Points** - Get points by IDs from a collection. - **Delete Points** - Deletes one or more points by ID/filter in a Qdrant collection. ## How does Viktor work with Qdrant? 1. Add Viktor to Slack or Microsoft Teams. 2. Connect Qdrant with an API key - Viktor handles authentication. 3. Ask in plain English. Viktor runs the Qdrant actions, chains them with your other tools when needed, and reports back. Sensitive actions wait for your approval. ## What is a Qdrant AI agent? 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. ### About Qdrant Powering the next generation of AI applications with advanced, open-source vector similarity search technology. ## Security and permissions - 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. ## FAQ ### Does Viktor integrate with Qdrant? 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. ### How do I connect Qdrant to Viktor? Ask Viktor in Slack or Microsoft Teams to connect Qdrant, then paste an API key from your Qdrant account when prompted. Viktor stores the key securely, uses only the scopes you grant, and you can revoke it at any time. Setup takes about two minutes. ### What can Viktor do in Qdrant? Viktor can run 5 Qdrant actions, including Get Points, Upsert Point, and Search Points - and chain them with other tools in a single request. In practice that means Viktor helps you run and evaluate LLM and AI infrastructure workloads. If a task spans several actions, Viktor plans the sequence itself and reports back when the work is done. ### Do I need to build workflows to automate Qdrant? No. Viktor isn't a workflow builder - there are no triggers to map and no workflows to maintain. You ask for the outcome in plain English in Slack or Microsoft Teams, and Viktor decides which Qdrant actions to take, runs them, and reports back. ### Is my Qdrant data secure with Viktor? Yes. Viktor connects to Qdrant with a scoped API key, runs in an isolated environment per team, and never trains models on your data. Sensitive actions wait for your approval, and you can revoke access at any time. Viktor is SOC 2 Type 1 compliant, with Type 2 and ISO 27001 in progress. ### How much does the Qdrant integration cost? Nothing extra - every integration, including Qdrant, is available on every plan. You can start free with up to $100 in credits, no credit card required; paid plans start at $50/month. ### Can Viktor use Qdrant together with my other tools? Yes - that's the point. Viktor connects to 3,200+ tools and works across them in a single run: it can pull data from Qdrant, cross-reference it with another tool - for example Slack or Gmail, and deliver the finished result in Slack or Microsoft Teams. ## Viktor uses Qdrant together with - [Slack](https://viktor.com/integrations/slack) - [Gmail](https://viktor.com/integrations/gmail) - [Google Sheets](https://viktor.com/integrations/google-sheets) - [HubSpot](https://viktor.com/integrations/hubspot) - [Notion](https://viktor.com/integrations/notion) - [Salesforce](https://viktor.com/integrations/salesforce) ## More AI & Machine Learning integrations - [Browser Use](https://viktor.com/integrations/browser-use) - [Symbl.ai](https://viktor.com/integrations/symbl-ai) - [Airtable](https://viktor.com/integrations/airtable-2) - [Daytona](https://viktor.com/integrations/daytona) - [GitLab](https://viktor.com/integrations/gitlab) - [Devin](https://viktor.com/integrations/devin) - [Ollama](https://viktor.com/integrations/ollama) - [302.AI](https://viktor.com/integrations/302-ai) ## Get started Viktor is free to start - up to $100 in credits, no credit card required. All 3,200+ integrations are included on every plan. Sign up at https://viktor.com or browse all integrations at https://viktor.com/integrations.