---
title: Learn how to get started with Qdrant for your AI Agent use case
features:
- id: 0
  image:
    src: /img/ai-agents-use-cases/comparing-ai-agent-frameworks.svg
    srcMobile: /img/ai-agents-use-cases/comparing-ai-agent-frameworks.svg
    alt: Comparing AI agent frameworks
  title: "Comparing AI Agent Frameworks: LangGraph, CrewAI, Swarm, and AutoGen"
  description: This guide offers a comparison of key AI agent frameworks, highlighting their strengths and ideal use cases for developers.
  link:
    text: View Guide
    url: /articles/agentic-rag/
- id: 1
  image:
    src: /img/ai-agents-use-cases/open-ai-agents.svg
    srcMobile: /img/ai-agents-use-cases/open-ai-agents.svg
    alt: Open AI agents
  title: Building OpenAI Swarm Agents with Qdrant
  description: Learn how to build OpenAI Swarm agents using Qdrant for fast, scalable vector search and real-time actions.
  link:
    text: Read the Docs
    url: /documentation/frameworks/swarm/
- id: 2
  image:
    src: /img/ai-agents-use-cases/ai-scheduler.svg
    srcMobile: /img/ai-agents-use-cases/ai-scheduler.svg
    alt: AI scheduler
  title: Building an AI Scheduler with Zoom, CrewAI, and Qdrant
  description: Learn how to build an AI meeting scheduler with Zoom, LlamaIndex, and Qdrant, featuring a hands-on RAG recommendation engine code sample.
  link:
    text: View Tutorial
    url: /documentation/agentic-rag-crewai-zoom/
caseStudy:
  logo:
    src: /img/ai-agents-use-cases/customer-logo.svg
    alt: Logo
  title: "QA.tech Case Study: AI Agents for Web Testing"
  description: QA.tech enhanced web app testing by deploying AI agents that mimic user interactions. To handle high-speed actions and make real-time decisions, they integrated Qdrant for scalable vector search, allowing for faster and more efficient data proc...
  link:
    text: Read Case Study
    url: /blog/case-study-qatech/
  image:
    src: /img/ai-agents-use-cases/case-study.png
    alt: Preview
sitemapExclude: true
---