LocalStack — Gemini AI Agent
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    LocalStack

    LocalStack

    FahadAkash December 7, 2025
    3 copies 0 downloads

    The LocalStack for AI Agents - Enterprise-grade mock API platform for OpenAI, Anthropic, Google Gemini. Develop, Test, and Scale AI Agents locally without burning API credits.

    <!-- ![LocalStack Banner](profile/mainbanner.png) -->

    The LocalStack for AI Agents - Enterprise-grade mock API platform for OpenAI, Anthropic, Google Gemini. Develop, Test, and Scale AI Agents locally without burning API credits.

    License: AGPL v3 Python 3.11+ Docker

    Save $500-50,000/month on API costs while making tests 80× faster and 100% reliable. "If you are building Agents, you need this."


    🚀 Quick Start (Docker Compose)

    The easiest way to run AI LocalStack is using Docker Compose. This spins up the API, Database, Vector Store, and Redis cache instantly.


    👉 Windows (One-Click)

    Simply run the start_windows.bat file in the root directory. It will:

    1. Check Docker status
    2. Build the project
    3. Open the Dashboard in your browser automatically.

    👉 Mac/Linux (Terminal)

    1. Start the Stack

    Navigate to the ai-localstack backend directory and start the services:

    cd ai-localstack
    docker-compose up --build
    

    This will start the following services:

    • API: http://localhost:8000
    • Qdrant (Vector DB): localhost:6333
    • PostgreSQL: localhost:5432
    • Redis: localhost:6379

    2. Verify Installation

    # Health check
    curl http://localhost:8000/health
    # {"status":"ok"}
    

    3. Enable Magic Mode (Optional / Extension)

    To use the "Magic Record" feature (Proxy to Real OpenAI once -> Save -> Replay forever):

    1. Edit Environment: Open ai-localstack/.env and add:
      AI_LOCALSTACK_PROXY_MODE=True
      AI_LOCALSTACK_OPENAI_REAL_KEY=sk-your-real-openai-key
      
    2. Restart:
      docker-compose restart
      
    3. Usage:
      • Run

    Tags

    agentaichatgptpython

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