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AI process miner and systems integrations optimizer - Proof of Concept

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iPaaSPoC

AI process miner and systems integrations optimizer - Proof of Concept

Prerequisites

Before installing, ensure you have:

  1. Node.js v18 or higher
  2. CMake (required for node-llama-cpp)
  3. A GGUF format LLaMA model

Downloading the Model

  1. Create a Models/Llama-3.2-3B-GGUF directory in the project root (automatically created on first run)
  2. Download the GGUF model:
    # For Windows PowerShell
    New-Item -ItemType Directory -Force -Path "Models/Llama-3.2-3B-GGUF"
    Invoke-WebRequest -Uri "https://huggingface.co/TheBloke/llama2-3.2b-gguf/resolve/main/llama2_3.2b.Q4_K_M.gguf" -OutFile "Models/Llama-3.2-3B-GGUF/llama2_3.2b.Q4_K_M.gguf"
    
    # For Linux/macOS
    mkdir -p Models/Llama-3.2-3B-GGUF
    curl -L "https://huggingface.co/TheBloke/llama2-3.2b-gguf/resolve/main/llama2_3.2b.Q4_K_M.gguf" -o "Models/Llama-3.2-3B-GGUF/llama2_3.2b.Q4_K_M.gguf"
  3. Verify the file exists and has the exact name: llama2_3.2b.Q4_K_M.gguf

Installing CMake

Windows:

  1. Download from https://cmake.org/download/
  2. Install the Windows x64 Installer
  3. During installation, select "Add CMake to the system PATH"

Linux:

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