1AI Analysis Tool Features:
2- Upload documents/data
3- AI-powered analysis
4- Insights & summaries
5- Export reports
6- History tracking

11. Text Analysis
2   - Sentiment
3   - Key topics
4   - Summary
5 
62. Data Analysis
7   - Patterns
8   - Trends
9   - Anomalies
10 
113. Document Analysis
12   - Extract info
13   - Q&A on content
14   - Summarize

1┌────────────────────────────────────────────────┐
2│  📊 AI Analyzer                    [History] 👤│
3├────────────────────────────────────────────────┤
4│                                                │
5│  ┌─────────────────────────────────────────┐  │
6│  │  📁 Drop files here or [Browse]         │  │
7│  │     PDF, TXT, CSV, DOCX (max 10MB)      │  │
8│  └─────────────────────────────────────────┘  │
9│                                                │
10│  Or paste text directly:                       │
11│  ┌─────────────────────────────────────────┐  │
12│  │                                         │  │
13│  │                                         │  │
14│  └─────────────────────────────────────────┘  │
15│                                                │
16│  Analysis Type: [Full Analysis ▼]             │
17│                                                │
18│  [🔍 Analyze Now]                             │
19│                                                │
20├────────────────────────────────────────────────┤
21│  Results                                       │
22│  ┌─────────────────────────────────────────┐  │
23│  │  Summary                                │  │
24│  │  ─────────                              │  │
25│  │  This document discusses...             │  │
26│  │                                         │  │
27│  │  Key Points                             │  │
28│  │  ─────────                              │  │
29│  │  • Point 1                              │  │
30│  │  • Point 2                              │  │
31│  │                                         │  │
32│  │  Sentiment: Positive (85%)              │  │
33│  └─────────────────────────────────────────┘  │
34│                                                │
35│  [📥 Export PDF] [💾 Save] [📋 Copy]          │
36└────────────────────────────────────────────────┘

1Analysis:
2- title (text)
3- input_text (text)
4- input_file (file)
5- analysis_type (text)
6- results (text/JSON)
7- summary (text)
8- sentiment (text)
9- sentiment_score (number)
10- key_points (list of texts)
11- created_date (date)
12- user (User)
13- is_favorite (yes/no)

1File Uploader element:
2- Accept: .txt, .pdf, .csv, .docx
3- Max size: 10MB
4- Dynamic: Store as private file

1For MVP:
2- Accept .txt and .csv only
3- Read content directly
4- Or copy-paste text input

1System:
2"You are an expert analyst. Analyze content thoroughly 
3and provide structured insights."
4 
5User:
6"Analyze this content and provide:
71. Brief Summary (2-3 sentences)
82. Key Points (5 bullet points)
93. Sentiment (positive/negative/neutral + confidence %)
104. Main Topics (list)
115. Actionable Insights (if applicable)
12 
13Format as JSON:
14{
15  'summary': '...',
16  'key_points': ['...', '...'],
17  'sentiment': {'label': '...', 'score': 0.0},
18  'topics': ['...'],
19  'insights': ['...']
20}
21 
22Content:
23{content}"

1"Analyze the sentiment of this text.
2Return JSON:
3{
4  'sentiment': 'positive/negative/neutral/mixed',
5  'score': 0.0-1.0,
6  'emotions': ['emotion1', 'emotion2'],
7  'explanation': 'brief reason'
8}
9 
10Text: {content}"

1"Summarize this content:
21. One-sentence overview
32. Detailed summary (100 words)
43. Key takeaways (3 points)
5 
6Content: {content}"

1Button "Analyze" clicked:
2 
3Step 1: Get content
4- If file uploaded: read file content
5- Else: use text input
6- Validate not empty
7 
8Step 2: Set loading state
9- Show "Analyzing..."
10- Disable button
11 
12Step 3: Select prompt
13- Based on analysis_type dropdown
14 
15Step 4: Call OpenAI API
16- With appropriate prompt
17- Send content
18 
19Step 5: Parse response
20- Extract JSON
21- Handle errors
22 
23Step 6: Display results
24- Populate result sections
25- Show visualizations
26 
27Step 7: Save to database
28- Create Analysis record
29- Store all results
30 
31Step 8: Clear loading

1Group "Summary":
2- Text: results:summary
3- Visible when results exist

1Repeating Group:
2- Type: text
3- Source: results:key_points
4- Cell: bullet + text

1Visual components:
21. Label badge (color-coded)
3   - Positive: green
4   - Negative: red
5   - Neutral: gray
6 
72. Progress bar
8   - Width: sentiment_score * 100%
9 
103. Emoji indicator
11   - 😊 / 😐 / 😢

1Repeating Group (horizontal):
2- Type: text
3- Source: results:topics
4- Cell: chip/tag style

1For CSV files:
21. Read file content
32. Parse rows and columns
43. Send structure info to AI

1"Analyze this CSV data:
2Columns: {column_names}
3Sample rows: {first_10_rows}
4Total rows: {row_count}
5 
6Provide:
71. Data overview
82. Column descriptions
93. Key patterns or trends
104. Data quality issues
115. Recommendations"

1After analysis:
2- Show question input
3- "Ask a question about this document"
4- AI answers based on content

1Q&A Prompt:
2"Based on this document:
3{document_content}
4 
5Answer this question:
6{user_question}
7 
8Be specific and cite relevant parts."

1Format for clipboard:
2"
3ANALYSIS RESULTS
4================
5Summary: {summary}
6 
7Key Points:
8- {point1}
9- {point2}
10...
11 
12Sentiment: {sentiment} ({score}%)
13"

1Options:
21. Use PDF generation plugin
32. Create HTML, convert to PDF
43. Third-party service (PDFMonkey)

1┌────────────────────────────────────────┐
2│  Analysis History                      │
3├────────────────────────────────────────┤
4│ ┌────────────────────────────────────┐ │
5│ │ 📄 Q3 Report Analysis              │ │
6│ │ Dec 15, 2024 | Full Analysis       │ │
7│ │ Sentiment: Positive                │ │
8│ │ [View] [Export] [Delete]           │ │
9│ └────────────────────────────────────┘ │
10└────────────────────────────────────────┘

1Click on history item:
21. Navigate to analysis page
32. Load saved results
43. Display without re-analyzing