landing_page/qdrant-landing/content/documentation/tutorials-rag-and-agents/_index.md

title, weight, is_empty, hideInSidebar, aliases, partition

title	weight	is_empty	hideInSidebar	aliases	partition
RAG & AI Agents	33	true	true	how-to tutorials	qdrant

RAG & AI Agents Tutorials

Build intelligent agents and complex LLM-driven applications.

Tutorial	Objective	Stack	Time	Level
Multimodal Search (LlamaIndex)	Search across image and text modalities.	LlamaIndex	15m	Beginner
Agentic RAG with CrewAI	Step-by-step multi-agent RAG system.	CrewAI	45m	Beginner
Agentic RAG with LangGraph	Build AI agents to answer library documentation.	LangGraph	45m	Intermediate
Agentic Discord ChatBot	Develop a functional bot with CAMEL-AI.	OpenAI	45m	Intermediate
Automate Metadata Filtering	Use LLM structured output for dynamic filters.	Python	30m	Intermediate