Use Case Examples

This directory contains complete, real-world agentic applications. Each subfolder is a self-contained project demonstrating how to build and deploy generative AI solutions for specific domains or workflows.

Top AI Agent Use Cases in 2025:

• Agentic RAG (Retrieval-Augmented Generation)

  • Remains a leading enterprise GenAI use case.
  • Next-generation agentic RAGs enhance retrieval and are widely adopted.
  • Notable enterprise solutions: Perplexity AI (B2B), Sonar API, Glean AI.

• Voice Agents

  • Identified as a major trend by a16z research.
  • Automate sales calls and customer support with complex, multi-step processes.
  • Key players: ElevenLabs, VAPI, 11x Retell AI.

• Computer-Using Agents (CUA)

  • Major trend in 2025: Vision-language models enabling agents to interact with computer interfaces like humans
  • Gaining traction with multi-agent workflows and generalist capabilities
  • Leverage agentic APIs and vision-language models (GPT-4o, Claude 3.5+)
  • Key Players:
    • OpenAI's Operator: Powered by Computer-Using Agent (CUA), combining GPT-4o's vision with advanced reasoning through reinforcement learning
    • OpenCUA: Open-source framework for transparent research into computer-use agents (August 2025)
    • Microsoft Fara-7B: Efficient agentic model for computer use, leveraging computer interfaces for task automation
    • Anthropic's Computer Use: Claude-based computer-using capabilities
    • Other platforms: Manus AI, Genspark Superagent, ChatGPT Agent (with managed browser sandbox)
  • Use Cases: Web automation, GUI interaction, software testing, workflow automation

• Coding Agents

  • Experiencing rapid adoption as companies seek to boost developer productivity.
  • Notable solutions: Cursor AI ($200M ARR), open-source Cline and Roo Code (10k+ GitHub stars).

• Tool-Based Agents

  • Specialized agents that use specific tools to achieve targeted outcomes.
  • Serve niche but critical market needs.
  • Examples: Clay’s agent, Breeze (Hubspot AI Agent).

• Workflow Automation Agents

  • Extend low-code/no-code automation platforms with advanced agentic features.
  • Enable users with minimal technical background to build AI agents.
  • Leading platforms: N8N (drag-and-drop), Flowise (open-source).

Example Projects

• weather_agent_app/: Weather assistant with CLI and web UI.
• customer_support_flights/: Customer support bot for flight-related queries.
• financial_research_multi_agent/: Multi-agent system for financial research and analysis.
• multi_agent_researcher/: Collaborative multi-agent research assistant.
• crewai_starter/: Starter template for using CrewAI to manage a team of agents.
• more coming soon... Each use case includes its own README, setup instructions, and example usage.