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Essential Examples 1200 ecosystem

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