mirror of
https://github.com/icereed/paperless-gpt.git
synced 2025-03-13 05:08:01 -05:00
58 lines
1.9 KiB
Markdown
58 lines
1.9 KiB
Markdown
|
# Product Context
|
||
|
|
|
||
|
|
## Project Purpose
|
||
|
|
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.
|
||
|
|
|
||
|
|
## Problems Solved
|
||
|
|
1. Manual Document Organization
|
||
|
|
- Eliminates time-consuming manual tagging and title creation
|
||
|
|
- Reduces human error in document categorization
|
||
|
|
- Streamlines document processing workflow
|
||
|
|
|
||
|
|
2. OCR Quality
|
||
|
|
- Improves text extraction from poor quality scans
|
||
|
|
- Provides context-aware OCR capabilities
|
||
|
|
- Handles complex document layouts better than traditional OCR
|
||
|
|
|
||
|
|
3. Document Categorization
|
||
|
|
- Automates correspondent identification
|
||
|
|
- Provides intelligent tag suggestions
|
||
|
|
- Generates meaningful document titles
|
||
|
|
|
||
|
|
## Core Functionality
|
||
|
|
|
||
|
|
### 1. LLM-Enhanced OCR
|
||
|
|
- Uses Large Language Models for better text extraction
|
||
|
|
- Handles messy or low-quality scans effectively
|
||
|
|
- Provides context-aware text interpretation
|
||
|
|
|
||
|
|
### 2. Automatic Document Processing
|
||
|
|
- Title Generation: Creates descriptive titles based on content
|
||
|
|
- Tag Generation: Suggests relevant tags from existing tag set
|
||
|
|
- Correspondent Identification: Automatically detects document senders/recipients
|
||
|
|
|
||
|
|
### 3. Integration Features
|
||
|
|
- Seamless paperless-ngx integration
|
||
|
|
- Docker-based deployment
|
||
|
|
- Customizable prompt templates
|
||
|
|
- Support for multiple LLM providers (OpenAI, Ollama)
|
||
|
|
|
||
|
|
### 4. User Interface
|
||
|
|
- Web-based management interface
|
||
|
|
- Manual review capabilities
|
||
|
|
- Batch processing support
|
||
|
|
- Auto-processing workflow option
|
||
|
|
|
||
|
|
## Usage Flow
|
||
|
|
1. Documents are tagged with specific markers (e.g., 'paperless-gpt')
|
||
|
|
2. System processes documents using AI/LLM capabilities
|
||
|
|
3. Results can be automatically applied or manually reviewed
|
||
|
|
4. Processed documents are updated in paperless-ngx
|
||
|
|
|
||
|
|
## Configuration Options
|
||
|
|
- Manual vs. automatic processing
|
||
|
|
- LLM provider selection
|
||
|
|
- Language preferences
|
||
|
|
- Processing limits and constraints
|
||
|
|
- Custom prompt templates
|