AI 原生开放教材

外观

Awesome LLM Apps清单与速查·英文原文 ↗仓库 ↗

AI Services Agency 👨‍💼 ​

An AI application that simulates a full-service digital agency using multiple AI agents to analyze and plan software projects. Each agent represents a different role in the project lifecycle, from strategic planning to technical implementation.

Demo: ​

https://github.com/user-attachments/assets/a0befa3a-f4c3-400d-9790-4b9e37254405

Features ​

Five specialized AI agents ​

  • CEO Agent: Strategic leader and final decision maker

    • Analyzes startup ideas using structured evaluation
    • Makes strategic decisions across product, technical, marketing, and financial domains
    • Uses AnalyzeProjectRequirements tool

  • CTO Agent: Technical architecture and feasibility expert

    • Evaluates technical requirements and feasibility
    • Provides architecture decisions
    • Uses CreateTechnicalSpecification tool

  • Product Manager Agent: Product strategy specialist

    • Defines product strategy and roadmap
    • Coordinates between technical and marketing teams
    • Focuses on product-market fit

  • Developer Agent: Technical implementation expert

    • Provides detailed technical implementation guidance
    • Suggests optimal tech stack and cloud solutions
    • Estimates development costs and timelines

  • Client Success Agent: Marketing strategy leader

    • Develops go-to-market strategies
    • Plans customer acquisition approaches
    • Coordinates with product team

Custom Tools ​

The agency uses specialized tools built with OpenAI Schema for structured analysis:

  • Analysis Tools: AnalyzeProjectRequirements for market evaluation and analysis of startup idea
  • Technical Tools: CreateTechnicalSpecification for technical assessment

🤝 Multi-Agent Collaboration ​

The agency coordinates five specialists through explicit communication flows:

  • CEO drives strategic oversight across the team
  • CTO and Developer collaborate on implementation feasibility
  • Product and Client Success coordinate roadmap and go-to-market planning
  • Each analysis is returned in a dedicated section in the Streamlit UI

🔗 Agent Communication Flows ​

  • CEO ↔️ All Agents (Strategic Oversight)
  • CTO ↔️ Developer (Technical Implementation)
  • Product Manager ↔️ Client Success Manager (Go-to-Market Strategy)
  • Product Manager ↔️ Developer (Feature Implementation)
  • (and more!)

How to Run ​

Follow the steps below to set up and run the application: Before anything else, Please get your OpenAI API Key here: https://platform.openai.com/api-keys

bash
git clone https://github.com/Shubhamsaboo/awesome-llm-apps.git
cd advanced_ai_agents/multi_agent_apps/agent_teams/ai_services_agency

  1. Install the dependencies:

    bash
    pip install -r requirements.txt

  2. Run the Streamlit app:

    bash
    streamlit run agency.py

  3. Enter your OpenAI API Key in the sidebar when prompted and start analyzing your startup idea!