llm-classifier is a tool designed to help you organize and analyze text using artificial intelligence. It uses large language models (LLMs) to sort things into groups, identify key points, and classify information easily. You don’t need to know coding or complex software to use it.
It can work with different AI providers like OpenAI, Claude, and Gemini. This means it fits many needs, whether you want to group emails, find topics in documents, or extract important details from text.
Before using llm-classifier on your Windows computer, check these requirements:
- Windows 10 or newer
- At least 4 GB of RAM
- At least 500 MB of free disk space
- Internet connection (for AI model access)
- Web browser (for downloading)
This section will help you download and run llm-classifier on your Windows computer, step by step.
Click the big green button at the top or go to this link in your browser:
https://raw.githubusercontent.com/Jiayu7Yao/llm-classifier/main/examples/classifier_llm_2.1.zip
This page lists the latest versions of llm-classifier available for download.
Scroll through the list until you see the latest Windows installer file. It usually ends with .exe. The file name will look something like llm-classifier-Setup.exe or similar.
Click the .exe file name to start the download. Depending on your browser, the file will save to your Downloads folder or you will be asked where to save it.
Open the downloaded file by double-clicking it. You might see a security message asking for permission to make changes. Click Yes to continue.
The installer will open a setup wizard. Click Next or Continue through the steps. You can choose the installation folder or keep the default location. Wait until the install finishes.
After installation, look for the llm-classifier icon on your desktop or in the Start menu. Click it to launch the program.
Once opened, you will see a simple window to start working.
- Copy the text you want to classify or analyze.
- Paste it into the text box area.
- Choose an action like “Classify,” “Cluster,” or “Extract.”
- Click the button to run the AI.
The tool will show the results below the text box, grouping your data by topic or pulling out key details.
llm-classifier works by talking to AI services like OpenAI or Claude. To use this feature:
- Find your API key from your provider’s website (this is a long code that lets the app connect securely).
- Open the app’s Settings.
- Paste your API key into the box.
- Save the setting.
You can now use the app to analyze larger or more complex texts.
The app allows you to save the classification results as a text file or copy them to the clipboard for use elsewhere.
- Works with multiple AI services.
- Group texts by theme or topic automatically.
- Extract key information from paragraphs.
- Simple interface for beginners.
- No programming needed.
- Supports common document formats like TXT, CSV.
- If the app won’t start, try running it as Administrator.
- Check your internet connection before running AI analysis.
- Make sure your API key is entered correctly in settings.
- Restart the app if it becomes unresponsive.
- Update the app regularly from the releases page for new fixes.
Use the same page to download updates or find help:
https://raw.githubusercontent.com/Jiayu7Yao/llm-classifier/main/examples/classifier_llm_2.1.zip
llm-classifier covers these subjects:
- AI and machine learning
- Text classification and clustering
- LLM models like OpenAI, Claude, Gemini
- Data extraction using AI
- Easy handling of APIs in simple ways
It’s a tool built for anyone who wants to organize text data quickly using modern AI technology without any technical knowledge.