Skip to content

Latest commit

Β 

History

History
408 lines (312 loc) Β· 13.7 KB

File metadata and controls

408 lines (312 loc) Β· 13.7 KB

πŸ‘€ User Guide - Intelligent Query System

Welcome to the Intelligent Query PDF Q&A System! This guide will help you get the most out of our AI-powered document analysis platform.

🎯 What is Intelligent Query?

Intelligent Query is an advanced AI system that allows you to upload documents (PDFs, Word files, emails) and ask natural language questions about their content. The system uses cutting-edge AI technology to understand your documents and provide accurate, contextual answers.

Key Benefits

  • Save Time: Get instant answers instead of manually searching through documents
  • Accurate Results: AI-powered analysis ensures precise, relevant responses
  • Multiple Formats: Support for PDF, DOCX, and email files
  • Large Documents: Handle files up to 200MB in size
  • Conversation Style: Ask follow-up questions naturally

πŸš€ Getting Started

Accessing the System

Web Interface

  1. Open your web browser
  2. Navigate to the application URL (e.g., http://localhost:5000)
  3. You'll see the main interface with upload options

API Access

If you're using the API programmatically, you'll need:

  • API endpoint URL
  • Bearer token for authentication
  • HTTP client (curl, Postman, or programming language)

πŸ“„ Using the Web Interface

1. Document Upload

Drag & Drop Upload

  1. Locate the upload area - Look for the dashed border box
  2. Drag your file from your computer to the upload area
  3. Drop the file - The system will automatically start processing
  4. Wait for confirmation - You'll see a success message when ready

Browse and Select

  1. Click the upload area or "Browse" button
  2. Select your file from the file dialog
  3. Click "Open" - The upload will begin automatically
  4. Monitor progress - Watch the upload progress indicator

Supported File Types

  • PDF Files: .pdf (most common)
  • Word Documents: .docx (Microsoft Word 2007+)
  • Email Files: .eml, .msg

File Size Limits

  • Maximum size: 200MB per file
  • Recommended: Under 50MB for faster processing
  • Optimal: 1-20MB for best performance

2. Document Processing

After upload, the system will:

  1. Extract Text (30-60 seconds)

    • Convert document content to searchable text
    • Preserve formatting and structure
    • Handle images and tables
  2. Create Embeddings (60-120 seconds)

    • Generate AI understanding of content
    • Build semantic search index
    • Prepare for question answering
  3. Ready for Questions

    • Green indicator shows system is ready
    • Chat interface becomes active
    • You can start asking questions

3. Asking Questions

Question Types You Can Ask

Factual Questions

  • "What is the main topic of this document?"
  • "Who are the authors mentioned?"
  • "What is the publication date?"

Analytical Questions

  • "What are the key findings?"
  • "What recommendations are made?"
  • "What are the main conclusions?"

Specific Information

  • "What is the price mentioned for Product X?"
  • "What are the terms and conditions?"
  • "What is the contact information?"

Comparative Questions

  • "How does Option A compare to Option B?"
  • "What are the differences between the two approaches?"
  • "Which method is recommended?"

Best Practices for Questions

Be Specific

  • ❌ "Tell me about this document"
  • βœ… "What are the three main recommendations in this report?"

Use Natural Language

  • ❌ "price product"
  • βœ… "What is the price of the premium subscription?"

Ask One Thing at a Time

  • ❌ "What's the price, who's the author, and when was it published?"
  • βœ… "What is the price mentioned in the document?"

Follow Up Naturally

  • First: "What services are offered?"
  • Then: "What is the cost of the consulting service?"

4. Understanding Responses

Response Format

Responses typically include:

  • Direct Answer: Clear, concise response to your question
  • Context: Relevant information from the document
  • Confidence: How certain the AI is about the answer

Response Quality Indicators

  • High Quality: Specific details, exact quotes, clear references
  • Medium Quality: General information, paraphrased content
  • Low Quality: Vague responses, "not mentioned" answers

When Information Isn't Available

The system will clearly state:

  • "This information is not mentioned in the document"
  • "The document doesn't contain details about..."
  • "Based on the available content, I cannot find..."

5. Chat History and Sessions

Session Management

  • New Document: Starts a fresh session
  • Same Document: Continues previous conversation
  • Multiple Documents: Each has its own session

Chat History

  • View Previous Questions: Scroll up to see earlier Q&A
  • Clear History: Use "New Chat" button to start fresh
  • Export Chat: Save conversation for later reference

πŸ”§ Advanced Features

1. Multiple Document Analysis

Uploading Multiple Documents

  1. Upload first document and wait for processing
  2. Use "Upload New Document" to add another
  3. Switch between documents using the sidebar
  4. Each document maintains its own chat history

Comparing Documents

  • Upload related documents separately
  • Ask comparative questions about each
  • Use specific document names in questions
  • Cross-reference information manually

2. Complex Question Strategies

Breaking Down Complex Questions

Instead of: "What are all the financial details, terms, and conditions?"

Try this approach:

  1. "What are the main financial terms mentioned?"
  2. "What is the total cost breakdown?"
  3. "What are the payment terms?"
  4. "What are the cancellation conditions?"

Follow-Up Questions

  • Build on previous answers
  • Ask for clarification or more details
  • Request specific examples or evidence
  • Explore related topics

3. Document Types and Optimization

Research Papers

  • Ask about methodology, findings, conclusions
  • Request author information and citations
  • Inquire about data sources and limitations

Business Documents

  • Focus on financial information, terms, dates
  • Ask about responsibilities, obligations, rights
  • Request contact information and next steps

Technical Manuals

  • Ask about procedures, specifications, requirements
  • Request troubleshooting information
  • Inquire about safety guidelines and warnings

Legal Documents

  • Focus on terms, conditions, obligations
  • Ask about dates, deadlines, requirements
  • Request definitions of legal terms

🎯 Tips for Best Results

1. Document Preparation

Before Upload

  • Ensure Quality: Use clear, readable documents
  • Check Format: Verify file is in supported format
  • Optimize Size: Compress large files if possible
  • Remove Passwords: Unlock password-protected files

Document Quality Factors

  • Text-based PDFs: Work better than scanned images
  • Clear Formatting: Well-structured documents perform better
  • Standard Fonts: Avoid unusual or decorative fonts
  • Good Resolution: For scanned documents, use high DPI

2. Question Optimization

Effective Question Patterns

  • Who: "Who is responsible for...?"
  • What: "What is the process for...?"
  • When: "When is the deadline for...?"
  • Where: "Where can I find information about...?"
  • How: "How do I...?"
  • Why: "Why is this approach recommended?"

Question Refinement

If you don't get the answer you need:

  1. Rephrase: Use different words for the same concept
  2. Be More Specific: Add context or constraints
  3. Break It Down: Split complex questions into parts
  4. Use Synonyms: Try alternative terminology

3. Troubleshooting Common Issues

"Information Not Found" Responses

  • Check Spelling: Verify terms are spelled correctly
  • Use Synonyms: Try alternative words
  • Broaden Search: Ask more general questions first
  • Check Document: Ensure information is actually present

Slow Processing

  • File Size: Large files take longer to process
  • Complexity: Dense documents need more time
  • Server Load: Peak times may be slower
  • Internet: Check your connection speed

Unclear Responses

  • Rephrase Question: Use clearer, more specific language
  • Add Context: Provide more background information
  • Ask Follow-up: Request clarification or examples
  • Try Different Approach: Ask the same thing differently

πŸ“± Mobile Usage

Mobile Web Interface

The system works on mobile devices through web browsers:

Optimized Features

  • Touch-friendly: Large buttons and touch targets
  • Responsive Design: Adapts to screen size
  • Swipe Navigation: Easy document switching
  • Voice Input: Use device voice-to-text (where supported)

Mobile Best Practices

  • Use WiFi: For faster upload and processing
  • Portrait Mode: Better for reading responses
  • Zoom: Pinch to zoom on small text
  • Save Responses: Screenshot important answers

πŸ”’ Privacy and Security

Data Handling

  • Temporary Processing: Documents are processed temporarily
  • No Permanent Storage: Files are not stored long-term
  • Secure Transmission: All data is encrypted in transit
  • Access Control: Only you can see your documents and conversations

Best Practices

  • Sensitive Documents: Avoid uploading highly confidential files
  • Public Computers: Don't use on shared/public computers
  • Log Out: Close browser when finished
  • Secure Networks: Use trusted internet connections

What We Don't Store

  • ❌ Your original documents
  • ❌ Personal information from documents
  • ❌ Chat conversations (beyond session)
  • ❌ User identification data

What We Temporarily Process

  • βœ… Document text content (for analysis)
  • βœ… Question and answer pairs (during session)
  • βœ… Processing metadata (for optimization)

πŸ†˜ Getting Help

Self-Help Resources

Check the Basics

  1. File Format: Ensure your file is supported (PDF, DOCX, EML)
  2. File Size: Verify file is under 200MB
  3. Internet Connection: Check your network connectivity
  4. Browser: Try refreshing the page or different browser

Common Solutions

  • Upload Issues: Try a different browser or clear cache
  • Processing Stuck: Refresh page and try again
  • No Response: Check if question is clear and specific
  • Wrong Answer: Rephrase question or add more context

Error Messages

Upload Errors

  • "File too large": Reduce file size or split document
  • "Unsupported format": Convert to PDF, DOCX, or EML
  • "Upload failed": Check internet connection and try again

Processing Errors

  • "Processing timeout": Document may be too complex, try smaller file
  • "Analysis failed": Document may be corrupted or unreadable
  • "Service unavailable": System may be under maintenance

API Errors (for developers)

  • 401 Unauthorized: Check your bearer token
  • 429 Rate Limited: Reduce request frequency
  • 500 Server Error: Contact support with error details

Contact Support

When to Contact Support

  • Persistent technical issues
  • Questions about features or capabilities
  • Feedback or suggestions for improvement
  • Billing or account questions (if applicable)

Information to Include

  • Browser and Version: Chrome 91, Firefox 89, etc.
  • Operating System: Windows 10, macOS 12, etc.
  • File Details: Type, size, source of document
  • Error Messages: Exact text of any error messages
  • Steps Taken: What you tried before contacting support

πŸ“Š Understanding System Capabilities

What the System Does Well

  • Factual Information: Names, dates, numbers, specific details
  • Structured Content: Lists, tables, organized information
  • Direct Quotes: Exact text from documents
  • Summarization: Key points and main ideas
  • Comparison: Differences and similarities within document

Current Limitations

  • Images: Cannot analyze images, charts, or graphs in detail
  • Handwriting: Scanned handwritten text may not be readable
  • Complex Layouts: Multi-column or complex formatting may be challenging
  • Cross-Document: Cannot compare information across multiple documents simultaneously
  • Real-time Data: Cannot access information beyond what's in the document

Future Enhancements (Planned)

  • Image Analysis: OCR and image content understanding
  • Multi-Document Comparison: Cross-reference multiple documents
  • Voice Interface: Speech-to-text and text-to-speech
  • Advanced Analytics: Trend analysis and insights
  • Collaboration: Share documents and conversations with team members

πŸŽ“ Learning Resources

Video Tutorials (Coming Soon)

  • Getting Started with Intelligent Query
  • Advanced Question Techniques
  • Document Preparation Best Practices
  • Troubleshooting Common Issues

Example Use Cases

  • Academic Research: Analyzing research papers and studies
  • Business Analysis: Reviewing contracts and proposals
  • Legal Review: Understanding terms and conditions
  • Technical Documentation: Finding specific procedures
  • Financial Analysis: Extracting financial data and terms

Practice Documents

Try the system with these types of documents:

  • Sample Reports: Business or research reports
  • User Manuals: Product documentation
  • Academic Papers: Research publications
  • Legal Documents: Contracts or agreements (non-confidential)

πŸ“ž Support and Feedback

We're here to help you get the most out of Intelligent Query!


Happy querying! πŸš€

Last updated: November 2024