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58 lines
1.9 KiB
Markdown
58 lines
1.9 KiB
Markdown
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# Product Context
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## Project Purpose
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paperless-gpt is an AI-powered companion application designed to enhance the document management capabilities of paperless-ngx by automating document organization tasks through advanced AI technologies.
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## Problems Solved
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1. Manual Document Organization
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- Eliminates time-consuming manual tagging and title creation
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- Reduces human error in document categorization
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- Streamlines document processing workflow
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2. OCR Quality
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- Improves text extraction from poor quality scans
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- Provides context-aware OCR capabilities
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- Handles complex document layouts better than traditional OCR
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3. Document Categorization
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- Automates correspondent identification
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- Provides intelligent tag suggestions
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- Generates meaningful document titles
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## Core Functionality
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### 1. LLM-Enhanced OCR
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- Uses Large Language Models for better text extraction
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- Handles messy or low-quality scans effectively
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- Provides context-aware text interpretation
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### 2. Automatic Document Processing
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- Title Generation: Creates descriptive titles based on content
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- Tag Generation: Suggests relevant tags from existing tag set
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- Correspondent Identification: Automatically detects document senders/recipients
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### 3. Integration Features
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- Seamless paperless-ngx integration
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- Docker-based deployment
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- Customizable prompt templates
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- Support for multiple LLM providers (OpenAI, Ollama)
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### 4. User Interface
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- Web-based management interface
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- Manual review capabilities
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- Batch processing support
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- Auto-processing workflow option
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## Usage Flow
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1. Documents are tagged with specific markers (e.g., 'paperless-gpt')
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2. System processes documents using AI/LLM capabilities
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3. Results can be automatically applied or manually reviewed
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4. Processed documents are updated in paperless-ngx
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## Configuration Options
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- Manual vs. automatic processing
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- LLM provider selection
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- Language preferences
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- Processing limits and constraints
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- Custom prompt templates
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