---
layout: default
title: "Command-Line Loading Knowledge Technical Specification"
parent: "Tech Specs"
---

# Command-Line Loading Knowledge Technical Specification

## Overview

This specification describes the command-line interfaces for loading knowledge into TrustGraph, enabling users to ingest data from various sources through command-line tools. The integration supports four primary use cases:

1. **[Use Case 1]**: [Description]
2. **[Use Case 2]**: [Description]
3. **[Use Case 3]**: [Description]
4. **[Use Case 4]**: [Description]

## Goals

- **[Goal 1]**: [Description]
- **[Goal 2]**: [Description]
- **[Goal 3]**: [Description]
- **[Goal 4]**: [Description]
- **[Goal 5]**: [Description]
- **[Goal 6]**: [Description]
- **[Goal 7]**: [Description]
- **[Goal 8]**: [Description]

## Background

[Describe the current state and limitations that this specification addresses]

Current limitations include:
- [Limitation 1]
- [Limitation 2] 
- [Limitation 3]
- [Limitation 4]

This specification addresses these gaps by [description]. By [capability], TrustGraph can:
- [Benefit 1]
- [Benefit 2]
- [Benefit 3]
- [Benefit 4]

## Technical Design

### Architecture

The command-line knowledge loading requires the following technical components:

1. **[Component 1]**
   - [Description of component functionality]
   - [Key features]
   - [Integration points]
   
   Module: [module-path]

2. **[Component 2]**
   - [Description of component functionality]
   - [Key features]
   - [Integration points]

   Module: [module-path]

3. **[Component 3]**
   - [Description of component functionality]
   - [Key features]
   - [Integration points]

   Module: [module-path]

### Data Models

#### [Data Model 1]

[Description of data model and structure]

Example:
```
[Example data structure]
```

This approach allows:
- [Benefit 1]
- [Benefit 2]
- [Benefit 3]
- [Benefit 4]

### APIs

New APIs:
- [API description 1]
- [API description 2]
- [API description 3]

Modified APIs:
- [Modified API 1] - [Description of changes]
- [Modified API 2] - [Description of changes]

### Implementation Details

[Implementation approach and conventions]

[Additional implementation notes]

## Security Considerations

[Security considerations specific to this implementation]

## Performance Considerations

[Performance considerations and potential bottlenecks]

## Testing Strategy

[Testing approach and strategy]

## Migration Plan

[Migration strategy if applicable]

## Timeline

[Timeline information if specified]

## Open Questions

- [Open question 1]
- [Open question 2]

## References

[References if applicable]