Integration Examples
Step-by-step guides for connecting Qdrant to the broader AI ecosystem and data stacks.
| Tutorial | Objective | Stack | Time | Level |
|---|---|---|---|---|
| 5-Minute RAG with DeepSeek | Build a RAG pipeline with DeepSeek enrichment. | Python | 5m | Beginner |
| Agentic RAG with CrewAI | Step-by-step multi-agent RAG system. | CrewAI | 45m | Beginner |
| n8n Workflow Automation | Combine Qdrant with low-code n8n workflows. | n8n | 45m | Intermediate |
| Discord RAG Bot | Develop a functional bot with CAMEL-AI. | OpenAI | 45m | Intermediate |
| Video Anomaly Detection Part 1 | Architecture, Twelve Labs, and NVIDIA VSS integration. | Python | 90m | Advanced |
| Video Anomaly Detection Part 2 | Two-shard Qdrant Edge architecture and escalation pipeline. | Python | 90m | Advanced |
| Video Anomaly Detection Part 3 | Scoring, baseline governance, and deployment on Vultr. | Python | 90m | Advanced |